L'Actu du Jour Intelligence artificielle, Machine learning et Big data

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L'Actu de la veille

Rachida Dati : « La culture aura toute sa place au sommet sur l'IA à Paris »
La ministre de la culture cherche à apaiser le secteur, inquiet pour le droit d'auteur, en amont du Sommet pour l'action sur l'intelligence artificielle (IA) de Paris, les 10 et 11 février. Parmi les pistes explorées, une gestion collective des droits dans l'IA comme avec la Sacem dans la musique.
https://www.lemonde.fr/economie/article/2025/01/18/rachida-dati-la-culture-aura-toute-sa-place-au-sommet-de-l-ia_6504142_3234.html
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L'Actu à J-2

Where to Start when Data is Limited
A launch pad for tackling small dataset problems that require ML.Photo by Google DeepMind: https://www.pexels.com/photo/an-artist-s-illustration-of-artificial-intelligence-ai-this-image-depicts-how-ai-can-help-humans-to-understand-the-complexity-of-biology-it-was-created-by-artist-khyati-trehan-as-part-17484975/Machine Learning (ML) has driven remarkable breakthroughs in computer vision, natural language processing, and speech recognition, largely due to the abundance of data in these fields. However, many challenges — especially those tied to specific product features or scientific research — suffer from limited data quality and quantity. Where, traditional statistical analysis, often the natural choice for small data, falls short of delivering the required performance. This...
https://towardsdatascience.com/effective-ml-with-limited-data-where-to-start-194492e7a6f8?source=rss----7f60cf5620c9---4
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Learning from Machine Learning | Sebastian Raschka: Mastering ML and Pushing AI Forward Responsibly
Sebastian Raschka has helped demystify deep learning for thousands through his books, tutorials and teachingsSebastian Raschka has helped shape how thousands of data scientists and machine learning engineers learn their craft. As a passionate coder and proponent of open-source software, a contributor to scikit-learn and the creator of the mlxtend library, his code runs in production systems worldwide. But his greatest impact is through his teachings — his books Machine Learning with PyTorch and Scikit-Learn, Machine Learning Q and AI and Build a Large Language Model (From Scratch) have become essential guides for practitioners navigating the complex landscape of modern AI.Drawing from over a decade of experience building AI systems and teaching at the intersection of academia and industry,...
https://towardsdatascience.com/learning-from-machine-learning-sebastian-raschka-mastering-ml-and-pushing-ai-forward-responsibly-aac39bd4af83?source=rss----7f60cf5620c9---4
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10 Python One-Liners That Will Change Your Coding Game
A not-to-be-missed list of elegant Python solutions to perform common programming and processing tasks in a single line of code.
https://www.kdnuggets.com/10-python-one-liners-change-coding-game
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BigBear.ai climbs 22%: Can McAleenan's leadership fuel the stock even more?
BigBear.ai Holdings, Inc. (BBAI) shares climbed 22.42% today, closing at .15. This surge comes amid significant developments, including the announcement of Kevin McAleenan as the new CEO, which has sparked optimism for future growth. The stock also saw a pre-market uptick of 2.89%, continuing its upward momentum. Market bets on AI momentum and fresh leadership […]
https://dataconomy.com/2025/01/17/bigbear-ai-climbs-22-percent-can-mcaleenans-leadership-fuel-the-stock-even-more/
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Microsoft raises 365 prices to bundle AI tools: Is it worth?
Microsoft has announced that it will bundle AI-powered Office features into Microsoft 365 Personal and Family subscriptions globally, while simultaneously raising prices for these subscriptions by per month in the U.S. This adjustment follows a previous fee for Copilot features in Office apps, which will now be included with the new subscriptions. Microsoft […]
https://dataconomy.com/2025/01/17/microsoft-raises-365-prices-to-bundle-ai-tools-is-it-worth/
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AI is Getting Smarter, But It Still Can't Do My Data Science Job.
A product data scientist breaks down why AI won't replace us anytime soon.
https://www.kdnuggets.com/ai-getting-smarter-data-science-job
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Apple suspends AI news notifications, it's not ready yet
Apple has suspended its artificial intelligence (AI) feature aimed at summarizing news headlines due to criticism regarding inaccuracies. The company announced the decision following widespread backlash from journalists and media organizations, which labeled the feature as not ready for deployment. Apple suspends faulty AI news summarization feature The decision to halt the service came after […]
https://dataconomy.com/2025/01/17/apple-suspends-ai-news-notifications-its-not-ready-yet/
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Apple Intelligence : le nouvel outil d'IA résumant l'actualité finalement désactivé
Après s'être engagé à améliorer cette fonction, Apple a finalement décidé jeudi de la retirer temporairement de la version expérimentale d'iOS dans laquelle elle était testée. Elle avait notamment diffusé des notifications contenant des informations erronées et attribuées, à tort, à la BBC.
https://www.lemonde.fr/pixels/article/2025/01/17/apple-intelligence-le-nouvel-outil-d-ia-resumant-l-actualite-finalement-desactive_6502676_4408996.html
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Mira Murati is assembling AI dream team after OpenAI departure
Jonathan Lachman, the former head of special projects at OpenAI, has joined a new artificial intelligence research lab founded by Mira Murati, a former OpenAI executive. This marks Murati’s most notable hire since her departure from OpenAI in September 2023 to focus on developing artificial general intelligence. Mira Murati hires Jonathan Lachman for new AI […]
https://dataconomy.com/2025/01/17/mira-murati-is-assembling-ai-dream-team-after-openai-departure/
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L'Actu des jours précédents

An Introduction to Ray: The Swiss Army Knife of Distributed Computing
Need a simple way to scale Python applications? Ray makes distributed computing easy for tasks like machine learning and data processing.
https://www.kdnuggets.com/introduction-ray-swiss-army-knife-distributed-computing
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Cerebrum IQ review: Can AI predict IQ and cognitive potential?
Artificial intelligence (AI) has become a buzzword in almost all areas of life, from healthcare to finance. Predicting IQ and cognitive potential is one of the latest frontiers for AI. Can AI evaluate human intelligence? In this post, we'll explore how AI is already being used to predict IQ, what tools are being used, and […]
https://dataconomy.com/2025/01/16/cerebrum-iq-review-can-ai-predict-iq-and-cognitive-potential63558/
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Artificial general intelligence: What “general” really means
Image by Oli Gotting from Pixabay While generative AI and the evolution of large language models (LLMs) continue to capture the public's imagination, it's worth remembering that the vast majority of business data remains untapped. Even if it were suddenly made available, non-public data wouldn't be available in a sharable or reusable form. AI's value,… Read More »Artificial general intelligence: What “general” really means The post Artificial general intelligence: What “general” really means appeared first on Data Science Central.
https://www.datasciencecentral.com/artificial-general-intelligence-what-general-really-means/
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My Top Picks: 5 Free NLP Courses I'd Recommend for 2025
Want to become an NLP pro by 2025? Check out these top free courses and learn from experts who've shaped the future of language models.
https://www.kdnuggets.com/top-picks-5-free-nlp-courses-recommend-2025
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Leaked: Galaxy S25 to feature Gemini AI and ‘Now Brief'
A major leak from Technoblog ahead of Samsung’s Galaxy S25 launch event reveals significant AI enhancements and new features integrated into the Galaxy S25 series, including the S25, S25 Plus, and S25 Ultra. The promotional material shared by Tecnoblog, alongside marketing visuals, confirm the “Gemini experience” and various specifications. Samsung Galaxy S25 series to feature […]
https://dataconomy.com/2025/01/16/leaked-galaxy-s25-to-feature-gemini-ai-and-now-brief/
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Google adds AI tools to Workspace for free but raises prices
Google is offering AI features in Gmail, Docs, Sheets, and more at no additional cost, while simultaneously raising prices for its Workspace plans. This shift, announced on Tuesday, aims to enhance accessibility to its generative AI tools as part of the Gemini initiative amidst intensifying competition with Microsoft and OpenAI. Google integrates AI features into […]
https://dataconomy.com/2025/01/16/google-adds-ai-tools-to-workspace-for-free-but-raises-prices/
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Intelligence artificielle : l'Agence France-Presse et l'entreprise française Mistral AI signent un accord
En vertu de ce contrat « pluriannuel », le robot conversationnel de la start-up française pourra utiliser les dépêches d'actualité de l'agence de presse pour répondre aux requêtes de ses utilisateurs.
https://www.lemonde.fr/pixels/article/2025/01/16/intelligence-artificielle-l-agence-france-presse-et-l-entreprise-francaise-mistral-signent-un-accord_6500627_4408996.html
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A Gentle Introduction to Rust for Python Programmers
Rust is a systems programming language that offers high performance and safety. Python programmers will find Rust's syntax familiar but with more control over memory and performance.
https://www.kdnuggets.com/gentle-introduction-rust-python-programmers
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What's behind the AI adoption and hiring challenge in organizations?
PickPik, royalty-free, undated Companies for a decade now have been thinking they have to adopt AI, or they'll get left behind. But most still don't acknowledge the nature or the depth of the real challenge they face. Ultimately, it's not an algorithm or machine learning challenge. Instead, it's a people, process, data resource and app… Read More »What's behind the AI adoption and hiring challenge in organizations? The post What's behind the AI adoption and hiring challenge in organizations? appeared first on Data Science Central.
https://www.datasciencecentral.com/whats-behind-the-ai-adoption-and-hiring-challenge-in-organizations/
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Answer Data Questions for Non-Technical Stakeholders
In this article, I will go through key elements that will help you answer data questions for your non-technical audience with ease.
https://www.kdnuggets.com/answering-data-questions-non-technical-stakeholders
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Exploring Multilingual LLMs with Aya Expanse
Read this to understand the most advanced open source multilingual model.
https://www.kdnuggets.com/exploring-multilingual-llms-aya-expanse
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ChatGPT can now set reminders and plan for you with ‘Tasks'
OpenAI has introduced a new feature called Tasks in ChatGPT, allowing users to set reminders and schedule responses to specific prompts. This feature is currently in beta and is available to Plus, Team, and Pro subscribers starting today. OpenAI launches Tasks feature in ChatGPT for scheduling and reminders Users can create tasks by selecting “4o […]
https://dataconomy.com/2025/01/15/chatgpt-can-now-set-reminders-and-plan-for-you-with-tasks/
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DSC Weekly 14 January 2025
Announcements Top Stories In-Depth The post DSC Weekly 14 January 2025 appeared first on Data Science Central.
https://www.datasciencecentral.com/dsc-weekly-14-january-2025/
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The role of AI in fighting supply chain fraud
Artificial intelligence has proven itself a powerful tool for forecasting outcomes, analyzing datasets and enhancing insight extraction. But can it tackle a massive problem like supply chain fraud? Although its applications in fraud prevention are extensive, mitigation in an extensive, interconnected logistics system is another beast entirely. What is supply chain fraud? The basic definition… Read More »The role of AI in fighting supply chain fraud The post The role of AI in fighting supply chain fraud appeared first on Data Science Central.
https://www.datasciencecentral.com/the-role-of-ai-in-fighting-supply-chain-fraud/
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These Are The Soft Skills You Will Need As A Data Scientist in 2025
Check these top recommendations on the soft skills you need to refine and perfect for 2025.
https://www.kdnuggets.com/soft-skills-need-data-scientist-2025
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10 Essential SQL Commands for Data Analysis
What are essential commands for data analysis in SQL? This article will answer this question by mentioning 10 SQL commands.
https://www.kdnuggets.com/10-essential-sql-commands-data-analysis
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L'intelligence artificielle risque de renforcer les « inégalités » et la fracture numérique, alerte le CESE
En amont du sommet pour l'action sur l'intelligence artificielle, à Paris, en février, un rapport du Conseil économique, social et environnemental insiste sur le besoin de rendre cette technologique « acceptable ».
https://www.lemonde.fr/economie/article/2025/01/14/l-intelligence-artificielle-risque-de-renforcer-les-inegalites-et-la-fracture-numerique-alerte-le-cese_6497771_3234.html
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7 Easy Ways to Make Passive Income with Large Language Models
Looking for extra income? Here are 7 creative ways to use large language models for passive earnings!
https://www.kdnuggets.com/7-easy-ways-make-passive-income-large-language-models
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Securing Operational Technology (OT) with Zero Trust cybersecurity: A critical approach
In today’s digital landscape, securing Operational Technology (OT) has become a paramount concern for industries like manufacturing, energy, transportation, and utilities. OT refers to the hardware and software systems that detect or cause changes through direct monitoring and control of physical devices, processes, and events. These systems are essential for managing critical infrastructure and processes… Read More »Securing Operational Technology (OT) with Zero Trust cybersecurity: A critical approach The post Securing Operational Technology (OT) with Zero Trust cybersecurity: A critical approach appeared first on Data Science Central.
https://www.datasciencecentral.com/securing-operational-technology-ot-with-zero-trust-cybersecurity-a-critical-approach/
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« Les Etats-Unis ont pivoté du combat contre le réchauffement à la mobilisation en faveur de l'intelligence artificielle »
C'est vrai, Donald Trump et son compère Elon Musk veulent déstabiliser l'Europe. Mais celle-ci, en plein décrochage depuis le tournant du siècle, est largement responsable de son funeste destin, constate Arnaud Leparmentier dans sa chronique.
https://www.lemonde.fr/idees/article/2025/01/14/les-etats-unis-ont-pivote-du-combat-contre-le-rechauffement-a-la-mobilisation-en-faveur-de-l-intelligence-artificielle_6497564_3232.html
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Revolutionizing Analytics with GenAI-Driven Simulation
While much of the focus on using Generative AI (GenAI) has been to improve worker productivity with tools like OpenAI's ChatGPT and Microsoft's Copilot, GenAI offers so much more. I wrote about the expansive potential of GenAI to enhance your existing analytic models in my blog, “How to Transform Your ML Models with Generative AI.”… Read More »Revolutionizing Analytics with GenAI-Driven Simulation The post Revolutionizing Analytics with GenAI-Driven Simulation appeared first on Data Science Central.
https://www.datasciencecentral.com/revolutionizing-analytics-with-genai-driven-simulation/
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IA versus ordinateur quantique : un combat très physique
Dans la course à la résolution des problèmes fondamentaux de physique et de chimie, l'intelligence artificielle et l'informatique quantique sont les deux champions en lice. Pour mieux en comprendre les enjeux, « Le Monde » éclaire les coulisses de ce match et revient sur les derniers rounds.
https://www.lemonde.fr/sciences/article/2025/01/13/ia-versus-ordinateur-quantique-un-combat-tres-physique_6496145_1650684.html
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Revolutionizing real estate through technology and project management
There have been huge improvements in the technological world and the way we work. The real estate market is known for its traditional methods and prolonged adoption of transformations. However, it is also undergoing a prominent transition. Technology and project management have changed the real estate industry. It has improved transparency, convenience, and efficiency in… Read More »Revolutionizing real estate through technology and project management The post Revolutionizing real estate through technology and project management appeared first on Data Science Central.
https://www.datasciencecentral.com/revolutionizing-real-estate-through-technology-and-project-management/
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Dans la compétition entre l'IA et le calcul quantique, les ordinateurs classiques font figure d'outsiders
Grâce aux « réseaux de tenseurs », une méthode efficace de compression des données, les ordinateurs traditionnels font une sérieuse concurrence aux ordinateurs quantiques sur certains types de calculs en science fondamentale.
https://www.lemonde.fr/sciences/article/2025/01/13/dans-la-competition-entre-l-ia-et-le-calcul-quantique-les-ordinateurs-classiques-font-figure-d-outsiders_6496076_1650684.html
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What is data engineering – Common challenges and solutions
Enterprises and businesses are bound by a vast amount of digital data and traditional methods do not imply any longer. That's where data engineering services form the foundation to manage data-driven enterprises with designing, constructing, and maintaining the support systems and infrastructures. Data engineers have the expertise to manage data sets in bulk in real-time.… Read More »What is data engineering – Common challenges and solutions The post What is data engineering – Common challenges and solutions appeared first on Data Science Central.
https://www.datasciencecentral.com/what-is-data-engineering-common-challenges-and-solutions/
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unDavos: Driving action & innovation beyond the World Economic Forum
There's no place quite like Davos during World Economic Forum week—leaders, innovators, and changemakers gather to chart the course of global progress. Yet, something even more exciting is taking shape alongside the official WEF agenda: unDavos. This independently organized platform opens doors for a broader range of voices, fueling high-impact discussions that extend well beyond […]
https://dataconomy.com/2025/01/13/undavos-driving-action-innovation-beyond-the-world-economic-forum/
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Meta AI profiles deleted after shocking user interactions go viral
According to a recent The Guardian article, Meta is deleting Facebook and Instagram profiles of AI characters, after user interaction led to viral screenshots and conversations. The AI profiles were initially introduced in September 2023 and mostly removed by summer 2024. Meta deletes AI profiles on Facebook and Instagram Despite the shutdown of most profiles, […]
https://dataconomy.com/2025/01/13/meta-ai-profiles-deleted-after-shocking-user-interactions-go-viral/
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Nvidia warns: New AI chip rules could hurt America's edge in tech
Nvidia criticized the Biden administration’s new effort to tighten regulations on global artificial intelligence chip exports, arguing that the move could harm U.S. leadership in the AI sector. “Today, companies, startups and universities around the world are tapping mainstream AI to advance healthcare, agriculture, manufacturing, education and countless other fields, driving economic growth and unlocking […]
https://dataconomy.com/2025/01/13/nvidia-warns-new-ai-chip-rules-could-hurt-americas-edge-in-tech/
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Comment détecter plus vite les séismes grâce à l'intelligence artificielle
Une équipe de l'Observatoire de la Côte d'Azur développe des outils basés sur l'IA pour avertir plus rapidement la population en cas de tremblement de terre.
https://www.lemonde.fr/sciences/video/2025/01/13/comment-detecter-plus-vite-les-seismes-grace-a-l-intelligence-artificielle_6495693_1650684.html
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These 5 agentic AI stocks are the hottest picks for January
As the next major wave of artificial intelligence (AI) emerges, companies specializing in agentic AI are gaining attention. Agentic AI refers to automated AI agents that can complete assigned tasks without constant human supervision. Several stocks poised to benefit from this development include UiPath, Salesforce, Nvidia, Amazon, and SoundHound AI. UiPath’s transition to agentic AI […]
https://dataconomy.com/2025/01/13/these-5-agentic-ai-stocks-are-the-hottest-picks-for-january/
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5 AI stocks to buy in January and hold for the long haul
In January 2024, several artificial intelligence stocks show promise as the technology continues to evolve. Nvidia, Microsoft, Salesforce, Meta and Amazon are key players expected to benefit significantly from advancements in AI infrastructure and applications. Nvidia's reign in AI infrastructure Nvidia (NVDA -3.00%) has demonstrated remarkable success in the AI sector, with its revenue growing […]
https://dataconomy.com/2025/01/13/5-ai-stocks-to-buy-in-january-and-hold-for-the-long-haul/
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Intelligence artificielle générative : « Ne pas agir, c'est risquer de laisser les grandes plateformes étrangères façonner notre paysage informationnel »
L'IA doit être utilisée pour combattre la désinformation en structurant un cadre souverain et éthique, soutient dans une tribune au « Monde » un collectif d'acteurs du secteur réunis par un projet de « data space » européen et démocratique.
https://www.lemonde.fr/idees/article/2025/01/13/intelligence-artificielle-generative-ne-pas-agir-c-est-risquer-de-laisser-les-grandes-plateformes-etrangeres-faconner-notre-paysage-informationnel_6495580_3232.html
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« Le pouvoir des géants de la tech érode la démocratie »
Marietje Schaake, ex-députée européenne et essayiste, dénonce, dans un entretien au « Monde », le contrôle « d'infrastructures critiques » par les patrons du numérique comme Elon Musk ou Mark Zuckerberg, désormais bienveillants envers Donald Trump.
https://www.lemonde.fr/economie/article/2025/01/13/le-pouvoir-des-geants-de-la-tech-erode-la-democratie_6495406_3234.html
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Londres sous le diktat de la reconnaissance faciale
Sous le couvert de réduire le vol dans les magasins, cette technologie qui fiche les individus dits « indésirables » gagne commerces ou boîtes de nuit de la capitale britannique. Une pratique décriée.
https://www.lemonde.fr/economie/article/2025/01/12/londres-sous-le-diktat-de-la-reconnaissance-faciale_6493772_3234.html
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Electricité : l'américain Constellation Energy rachète son compatriote Calpine pour près de 27 milliards de dollars
La hausse attendue de la demande, notamment avec l'électrification des véhicules et le développement énergivore de l'intelligence artificielle, a motivé cet accord entre les deux producteurs américains.
https://www.lemonde.fr/economie/article/2025/01/11/electricite-l-americain-constellation-energy-rachete-son-compatriote-calpine-pour-pres-de-27-milliards-de-dollars_6492698_3234.html
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AI, medications and transmitters in the synaptic cleft
How does the mind regulate the body? Why is it easier, in general, to eat than to exercise? How does the mind determine when a function is ready, or its level of operation or completion in an instance? Conceptually, there are configurations for various functions of internal senses, defining the limits and the extent of their… Read More »AI, medications and transmitters in the synaptic cleft The post AI, medications and transmitters in the synaptic cleft appeared first on Data Science Central.
https://www.datasciencecentral.com/ai-medications-and-transmitters-in-the-synaptic-cleft/
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Zero Trust: The new frontier in mobile app security
The cybersecurity concept known as “zero trust data security” is based on the tenet “never trust, always verify.” Zero Trust requires constant verification of every person and device trying to access resources, regardless of location, in contrast to standard security approaches that presume everything within a network is reliable.  This strategy is essential for mobile… Read More »Zero Trust: The new frontier in mobile app security The post Zero Trust: The new frontier in mobile app security appeared first on Data Science Central.
https://www.datasciencecentral.com/zero-trust-the-new-frontier-in-mobile-app-security/
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Agentic AI in motion: Smart command implementation for document management
The synthesis of generative machine learning models and digital agents, which many have dubbed Agentic AI, may well prove the most advantageous development for enterprise-spanning deployments of Artificial Intelligence. The tandem of these technologies drastically extends the benefits they offer. The natural language understanding and generation of AI models are considerably enhanced by the action… Read More »Agentic AI in motion: Smart command implementation for document management The post Agentic AI in motion: Smart command implementation for document management appeared first on Data Science Central.
https://www.datasciencecentral.com/agentic-ai-in-motion-smart-command-implementation-for-document-management/
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VLC media player will use AI to provide users with subtitles
VLC media player, developed by nonprofit VideoLAN, has surpassed 6 billion downloads globally and announced a forthcoming AI-powered subtitle feature at CES 2025. VLC media player hits 6 billion downloads The new functionality will automatically generate real-time subtitles and translations for any video using local, open-source AI models, ensuring that an internet connection or cloud […]
https://dataconomy.com/2025/01/09/vlc-media-player-will-use-ai-to-provide-users-with-subtitles/
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iPhone users can now access Grok on the App Store
Elon Musk’s xAI has launched the Grok app as a standalone AI chatbot for iOS users in the United States, expanding beyond its initial integration within the X (Twitter) social network. Elon Musk’s xAI launches Grok app for iOS users Grok was rolled out in 2023 and is designed to be “maximally truthful, useful, and […]
https://dataconomy.com/2025/01/09/iphone-users-can-now-access-grok-on-the-app-store/
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Official Galaxy S25 wallpapers are leaked: Make your own versions now
UsThe Samsung Galaxy S25 lineup will be unveiled at the company’s Galaxy Unpacked event on January 22. A leak from Max Jambor of AllAboutSamsung, shared on X (formerly Twitter), has revealed what are claimed to be the official high-resolution wallpapers that will accompany Samsung’s next-generation flagship devices. Samsung Galaxy S25 launch to unveil new wallpapers […]
https://dataconomy.com/2025/01/09/official-galaxy-s25-wallpapers-are-leaked-make-your-own-versions-now/
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41% of global firms plan layoffs by 2030 due to AI
According to a World Economic Forum survey, 41% of global firms plan to implement workforce reductions by 2030 as a result of advancements in artificial intelligence (AI). The survey indicates a trend toward significant workforce changes as companies look to integrate AI into their strategies between 2025 and 2030. The World Economic Forum's Future of […]
https://dataconomy.com/2025/01/09/41-percent-of-global-firms-plan-layoffs-by-2030-due-to-ai/
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Attaques d'Elon Musk et de Mark Zuckerberg : « Il faut arrêter d'instrumentaliser la liberté d'expression »
Clara Chappaz, ministre déléguée chargée de l'intelligence artificielle et du numérique, réagit, dans un entretien au « Monde », aux critiques du propriétaire de X et du fondateur de Meta contre les lois de l'UE, accusées de « censurer » les réseaux sociaux.
https://www.lemonde.fr/economie/article/2025/01/09/attaques-d-elon-musk-et-de-mark-zuckerberg-il-faut-arreter-d-instrumentaliser-la-liberte-d-expression_6489254_3234.html
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Sundar Pichai says Google's ‘amazing progress' in AI will define 2025
As 2025 begins, Google CEO Sundar Pichai announced that new AI products and features will be rolled out within the next few months in an email to employees, which was reported by 9to5Google. Google CEO Sundar Pichai announces new AI features for 2025 Pichai highlighted the “amazing progress” the company made in the previous year, […]
https://dataconomy.com/2025/01/09/sundar-pichai-says-googles-amazing-progress-in-ai-will-define-2025/
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Quantum computing's status and near-term prospects (Part II)
Image by Gerd Altmann from Pixabay Why today's pre-quantum encryption now faces a Y2K scenario I had the opportunity to attend the Quantum to Business (Q2B) 2024 Silicon Valley event in December 2024, courtesy of Allie Kuopus, one of the organizers.This is the second post in a series on my main takeaways from the event.… Read More »Quantum computing's status and near-term prospects (Part II) The post Quantum computing's status and near-term prospects (Part II) appeared first on Data Science Central.
https://www.datasciencecentral.com/quantum-computings-status-and-near-term-prospects-part-ii/
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DSC Weekly 7 January 2025
Announcements Top Stories In-Depth The post DSC Weekly 7 January 2025 appeared first on Data Science Central.
https://www.datasciencecentral.com/dsc-weekly-7-january-2025/
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Deepfakes : le Royaume-Uni annonce de nouvelles mesures contre les images truquées à caractère sexuel
Dans le cadre de la lutte contre les violences faites aux femmes, le gouvernement britannique veut sévir contre la création et le partage de deepfakes pornographiques, en interdisant la prise de photos intimes sans consentement.
https://www.lemonde.fr/pixels/article/2025/01/07/deepfakes-le-royaume-uni-annonce-de-nouvelles-mesures-contre-les-images-truquees-a-caractere-sexuel_6486521_4408996.html
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Meet your new marketing sidekick: How AI tools simplify small business growth
Running a small business means wearing many hats—marketing strategist, customer service representative, sales manager, and more. But what if you had a reliable sidekick to handle the repetitive tasks, leaving you more time to focus on growth? This is where AI-powered tools step in, offering small business owners a smarter way to manage their operations […]
https://dataconomy.com/2025/01/07/meet-your-new-marketing-sidekick-how-ai-tools-simplify-small-business-growth/
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How AI is shaping the future of work through smarter meeting management
The rise of remote and hybrid work has completely reshaped how businesses communicate, with virtual meetings becoming a key part of daily operations. But this shift also brings challenges. Teams now produce large amounts of information during meetings and the traditional methods of capturing and retrieving that data are proving inefficient. Ramsey Pryor, CEO of […]
https://dataconomy.com/2025/01/07/how-ai-is-shaping-the-future-of-work-through-smarter-meeting-management/
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Apple Intelligence, un outil qui résume les actualités sur iPhone, épinglé pour avoir généré de fausses informations
Cette nouvelle fonctionnalité, qui repose sur de l'intelligence artificielle et n'est pas encore déployée en France, a diffusé des notifications contenant des informations erronées et attribuées, à tort, à la BBC. Apple a affirmé lundi travailler sur une mise à jour.
https://www.lemonde.fr/pixels/article/2025/01/07/apple-intelligence-un-outil-qui-resume-les-actualites-sur-iphone-epingle-pour-avoir-genere-de-fausses-informations_6486098_4408996.html
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« Pour rester au sommet de la technologie mondiale, le patron de Nvidia fixe un nouvel horizon à ses ambitions, la robotique »
A l'occasion du Consumer Electronics Show, la grand-messe de la tech à Las Vegas, Jensen Huang, à la tête du géant des puces électroniques, a affiché, lundi 6 janvier, son objectif d'investir le champ des robots humanoïdes et celui des voitures autonomes, relève Philippe Escande, éditorialiste au « Monde ».
https://www.lemonde.fr/economie/article/2025/01/07/pour-rester-au-sommet-de-la-technologie-mondiale-le-patron-de-nvidia-fixe-un-nouvel-horizon-a-ses-ambitions-la-robotique_6486027_3234.html
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Can Apple fix its AI notifications after embarrassing mistakes?
According to a recent BBC report, Apple plans to release a software update that will clarify when its notification summaries are generated by artificial intelligence (AI) after reports of inaccurate news alerts. This announcement follows a BBC complaint regarding misleading information from its latest iPhone features. Apple plans software update to clarify AI-generated notifications Apple’s […]
https://dataconomy.com/2025/01/07/can-apple-fix-its-ai-notifications-after-embarrassing-mistakes/
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Best practices for managing large content libraries
Learn practical tips to organize and manage your content library effectively. From content audits to CMS tools, discover strategies for optimizing, updating, and maintaining your content to improve performance and streamline your workflow. The post Best practices for managing large content libraries appeared first on Data Science Central.
https://www.datasciencecentral.com/best-practices-for-managing-large-content-libraries/
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IonQ vs. Rigetti: Which AI stock deserves your dollars?
Investors are evaluating IonQ and Rigetti Computing, two early movers in the quantum computing market, to determine which represents a better investment opportunity. Investors assess IonQ vs. Rigetti for better opportunities IonQ offers three types of quantum computing systems: the Aria quantum system, the Forte system, and the Forte Enterprise system. The company markets its […]
https://dataconomy.com/2025/01/06/ionq-vs-rigetti-which-ai-stock-deserves-your-dollars/
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Vincent Ravalec, écrivain : « J'utilise l'intelligence artificielle de façon totalement décomplexée »
Les créateurs devraient apprendre à composer avec les outils de l'intelligence artificielle, pour en faire ce qu'elle peut être : un outil de création, estime l'écrivain dans une tribune au « Monde ».
https://www.lemonde.fr/idees/article/2025/01/05/vincent-ravalec-ecrivain-j-utilise-l-intelligence-artificielle-de-facon-totalement-decomplexee_6483170_3232.html
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Software Heritage et Scikit-learn, ou la « bibliothèque d'Alexandrie » du code source
Portées par l'Inria, les deux initiatives collectent des milliards de codes au service de la science et de nombreux outils destinés à l'intelligence artificielle.
https://www.lemonde.fr/economie/article/2025/01/05/software-heritage-et-scikit-learn-ou-la-bibliotheque-d-alexandrie-du-code-source_6482998_3234.html
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L'open source, l'armée de l'ombre du logiciel… et de l'Intelligence artificielle
Alors que le raz de marée de l'IA repose largement sur eux, les logiciels libres souffrent d'un manque de visibilité et de reconnaissance en dehors du cercle des initiés. Malgré l'attrait qu'ils suscitent chez les géants du Web, leur avenir dépend en grande partie d'une communauté engagée, mais fragilisée.
https://www.lemonde.fr/economie/article/2025/01/05/l-open-source-l-armee-de-l-ombre-du-logiciel-et-de-l-intelligence-artificielle_6482931_3234.html
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De Wikipédia à OpenAI, les communs numériques font de la résistance
Logiciels open source, données, réseaux, Internet… A l'instar de l'encyclopédie numérique mondialement connue, les « communs » fonctionnent dans une logique de collaboration non marchande à rebours des stratégies capitalistiques des géants d'Internet.
https://www.lemonde.fr/economie/article/2025/01/05/de-wikipedia-a-openai-les-communs-numeriques-font-de-la-resistance_6482863_3234.html
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Envisioning the AI Value-creation Maturity Curve – Lessons from the Internet
2025 will be the year when Artificial Intelligence (AI) must prove itself beyond driving mundane, easily replicated productivity improvements. To be successful, AI must fuel organizations' imagination and creativity in creating new sources of customer, product, service, operational, environmental, and societal value. I struggle to visualize how Artificial Intelligence (AI) will change the world. Yes,… Read More »Envisioning the AI Value-creation Maturity Curve – Lessons from the Internet The post Envisioning the AI Value-creation Maturity Curve – Lessons from the Internet appeared first on Data Science Central.
https://www.datasciencecentral.com/envisioning-the-ai-maturity-curve-lessons-from-the-internet/
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Quantum computing's status and near-term prospects
Part I: Background and some indicators of how AI is helping IBM’s Quantum System 2 on display at the Q2B 2024 Silicon Valley conference in December (author’s photo) I had the opportunity to attend the Quantum to Business (Q2B) 2024 Silicon Valley event in December 2024, courtesy of Allie Kuopus, one of the organizers. It… Read More »Quantum computing's status and near-term prospects The post Quantum computing's status and near-term prospects appeared first on Data Science Central.
https://www.datasciencecentral.com/quantum-computings-status-and-near-term-prospects/
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Infrastructural necessities for building and deploying enterprise-scale AI
Whether rendering sensitive datasets anonymous with synthetic data or simply facilitating ad-hoc question answering on a corpus of domain-specific knowledge, enterprise applications of AI are more sophisticated than ever before. What hasn't changed, however, is the infrastructural necessities upon which these applications are built. Without the proper infrastructure, enterprise AI deployments become too time-consuming, resource-intensive,… Read More »Infrastructural necessities for building and deploying enterprise-scale AI The post Infrastructural necessities for building and deploying enterprise-scale AI appeared first on Data Science Central.
https://www.datasciencecentral.com/infrastructural-necessities-for-building-and-deploying-enterprise-scale-ai/
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Optimizing data center energy consumption with predictive analytics
Data centers are consuming a massive amount of power. The easiest solution is to raise temperatures, driving resource utilization down. However, that complicates hardware preservation and building upkeep. What if decision-makers could see into the future? Predictive analytics technology can help them find data-driven solutions among the noise, enabling energy consumption optimization. Here's how that… Read More »Optimizing data center energy consumption with predictive analytics The post Optimizing data center energy consumption with predictive analytics appeared first on Data Science Central.
https://www.datasciencecentral.com/optimizing-data-center-energy-consumption-with-predictive-analytics/
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LLM 2.0, RAG & Non-Standard Gen AI on GitHub
In this article, I share my latest Gen AI and LLM advances, featuring innovative approaches radically different from both standard AI and classical ML/NLP. The focus is on doing better with less, using efficient architectures, new algorithms and evaluation metrics. It originates from research that I started long ago. It gained significant momentum in the… Read More »LLM 2.0, RAG & Non-Standard Gen AI on GitHub The post LLM 2.0, RAG & Non-Standard Gen AI on GitHub appeared first on Data Science Central.
https://www.datasciencecentral.com/llm-2-0-rag-non-standard-gen-ai-on-github/
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The role of hypothesis-driven AI in medical research
The medical field has some of the greatest potential for artificial intelligence (AI) implementation. The right algorithms and data could identify hard-to-pin illnesses and create new recipes for lifesaving medicines. This urgency led the famous Mayo Clinic to devise a uniquely constructed AI for next-generation medical attention — hypothesis-driven AI. What is hypothesis-driven AI? Traditionally,… Read More »The role of hypothesis-driven AI in medical research The post The role of hypothesis-driven AI in medical research appeared first on Data Science Central.
https://www.datasciencecentral.com/the-role-of-hypothesis-driven-ai-in-medical-research/
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NeuroAI: What would signal legacy, for the NIH's BRAIN Initiative?
There is a recent article in STAT, Researchers are betting on cockroaches as the cure to elitism in neuroscience, stating that, “..how the brain uses chemical and electrical signals to process and respond to the world.” It also stated that “neurophysiologists work to understand how the nervous system uses chemical and electrical signals to respond to different… Read More »NeuroAI: What would signal legacy, for the NIH’s BRAIN Initiative? The post NeuroAI: What would signal legacy, for the NIH’s BRAIN Initiative? appeared first on Data Science Central.
https://www.datasciencecentral.com/neuroai-what-would-signal-legacy-for-the-nihs-brain-initiative/
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See clearly, spend wisely: The power of data platform observability
Modern Pay-As-You-Go Data Platforms: Easy to Start, Challenging to Control It’s Easier Than Ever to Start Getting Insights into Your Data The rapid evolution of data platforms has revolutionized the way businesses interact with their data. Today, tools like Databricks and Snowflake have simplified the process, making it accessible for organizations of all sizes to […] The post See clearly, spend wisely: The power of data platform observability appeared first on Xebia.
https://xebia.com/blog/see-clearly-spend-wisely-where-the-power-of-data-platform-observability-lies/
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Revolutionizing meetings with AI meeting assistants
AI meeting assistant is an advanced software tool powered by artificial intelligence that streamlines various aspects of meeting management. These virtual helpers handle tasks such as scheduling meetings, taking notes, generating action items, and transcribing discussions in real time. With the ability to integrate with platforms like Zoom, Google Meet, and Microsoft Teams, AI meeting… Read More »Revolutionizing meetings with AI meeting assistants The post Revolutionizing meetings with AI meeting assistants appeared first on Data Science Central.
https://www.datasciencecentral.com/revolutionizing-meetings-with-ai-meeting-assistants/
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Why Machine Learning has Become a Key Tool in Dynamic Pricing
Dynamic pricing is an essential tool for modern e-commerce, allowing us to adjust prices in real time to achieve business targets. With the most recent developments in machine learning, this process has become more accurate, flexible, and fast: algorithms analyze vast amounts of data, glean insights from the data, and find optimal solutions. In this […]
https://dataconomy.com/2024/12/20/machine-learning-tool-dynamic-pricing/
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Exploring board portals as technology software
Automation, security, and transparency are the three most important features you can associate with board portal software. It has become one of the most important technological solutions for different organizations and government bodies worldwide. What is a board portal and why is it a tool every organization needs? Let's find out! What is board portal […]
https://dataconomy.com/2024/12/12/exploring-board-portals-as-technology-software/
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Automatic file format detection in data migration projects
Databases to be migrated can have a wide range of data representations and contents. From simple numeric data fields to fields with complex structure and content, which may contain files, images, tables or even complex custom objects (e.g. in XML, CLOB, BLOB etc. formats). The discovery of simpler data can be done easily and very […]
https://dataconomy.com/2024/12/12/automatic-file-format-detection-in-data-migration-projects/
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L'architecture Seq2Seq en deep learning : fonctionnement et limites
Les réseaux Seq2Seq sont des modèles d’apprentissage automatique puissants qui transforment une séquence d’entrée en une séquence de sortie, même lorsque les longueurs de ces séquences sont différentes. Ils permettent... L'article L’architecture Seq2Seq en deep learning : fonctionnement et limites est apparu en premier sur La revue IA.
https://larevueia.fr/larchitecture-seq2seq-en-deep-learning-fonctionnement-et-limites/
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PKU Protein Puzzle: A Containerized Streamlit Approach
I hope the title sparked your interested but you might still be puzzled what this blog is exactly about. Let me explain. PKU (Phenylketonuria) is a rare metabolic disorder that requires meticulous dietary planning. Those affected must adhere to a strict low-protein diet to prevent severe health issues. To raise awareness for PKU and to […] The post PKU Protein Puzzle: A Containerized Streamlit Approach appeared first on Xebia.
https://xebia.com/blog/pku-protein-puzzle-a-containerized-streamlit-approach/
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Maintaining conventions in dbt projects with dbt-bouncer
dbt (data build tool) has seen increasing use in recent years as a tool to transform data in data warehouses. At Xebia, we have seen a variety of dbt implementations and the challenges encountered when scaling their impact. Whether you have a single dbt project or a multitude of dbt projects, one common challenge is […] The post Maintaining conventions in dbt projects with dbt-bouncer appeared first on Xebia.
https://xebia.com/blog/maintaining-conventions-in-dbt-projects-with-dbt-bouncer/
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Why organisations need an ML Solutions Architect
Machine learning (ML) projects often fail despite the strong focus companies have on implementing MLOps1. In my experience this often comes from these three common issues. Misaligned business and technical goals Insufficient risk mitigation Lack of maturity Misaligned business and technical goals hinder effective collaboration. This results in ML solutions built in search of a […] The post Why organisations need an ML Solutions Architect appeared first on Xebia.
https://xebia.com/blog/why-organisations-need-an-ml-solutions-architect/
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The Future is in Your Pocket: How to Move AI to Smartphones
For years, the promise of truly intelligent, conversational AI has felt out of reach. We’ve marveled at the abilities of ChatGPT, Gemini, and other large language models (LLMs) – composing poems, writing code, translating languages – but these feats have always relied on the vast processing power of cloud GPUs. Now, a quiet revolution is […]
https://dataconomy.com/2024/11/18/how-to-move-ai-to-smartphones/
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Micron lance un SSD PCIe gen5 de 60 To avec des vitesses de lecture de 12 Go/s, pour les charges de travail d'IA dans les lacs de données d'IA, le calcul à haute performance (HPC), le big data et l'analytique
Micron lance un SSD PCIe gen5 de 60 To avec des vitesses de lecture de 12 Go/s, pour les charges de travail d'IA dans les lacs de données d'IA, le calcul à haute performance (HPC), le big data et l'analytique.Micron présente le Micron 6550 ION SSD qui offrirait des performances et une efficacité de stockage de 60 To à la pointe du secteur pour les charges de travail des centres de données. Il serait également le premier SSD PCIe Gen5 de 60 To pour centre de données au monde.Micro annonce le Micron...
https://hardware.developpez.com/actu/364742/Micron-lance-un-SSD-PCIe-gen5-de-60-To-avec-des-vitesses-de-lecture-de-12-Go-s-pour-les-charges-de-travail-d-IA-dans-les-lacs-de-donnees-d-IA-le-calcul-a-haute-performance-HPC-le-big-data-et-l-analytique/
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Data Expo, MS Fabric, Data Mesh, and the AI Revolution. Xebia Data Q3 Highlights
At Xebia, knowledge sharing isn’t just a practice—it’s ingrained in our DNA. This quarter, we continued to build on that foundation by organizing and contributing to events, meetups, and conferences that are pushing the boundaries of what’s possible in Data, AI, and MLOps. As always, the more we share, the more we learn. We’re excited […] The post Data Expo, MS Fabric, Data Mesh, and the AI Revolution. Xebia Data Q3 Highlights appeared first on Xebia.
https://xebia.com/blog/data-and-ai-fabric-data-mesh-ai-revolution/
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L'IA et les RAG au service de la documentation interne d'entreprise
Au delà du buzz autour de l’intelligence artificielle et des RAG, certaines entreprises peinent à trouver des cas d’usages concrets qui peuvent réellement « révolutionner » leur secteur. Un des points communs... L'article L’IA et les RAG au service de la documentation interne d’entreprise est apparu en premier sur La revue IA.
https://larevueia.fr/rag-et-documentation-interne-en-entreprise/
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Questions we're tired of hearing: Why can't I just query raw data?
Let's get one thing straight: we, analytics engineers,  love our jobs and solving problems with clients, but some questions we hear day in and day out are just plain exhausting. To save ourselves from answering the same thing five times a day, here’s a handy blog series that answers these questions thoroughly and to which […] The post Questions we’re tired of hearing: Why can’t I just query raw data? appeared first on Xebia.
https://xebia.com/blog/questions-were-tired-of-hearing-why-cant-i-just-query-raw-data/
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7 Reasons Why Custom Demand Forecasting Is Essential for Retail
In today’s highly competitive retail landscape, demand forecasting is more critical than ever. Retailers need to predict product demand accurately to avoid stockouts, reduce overstock, and optimize their supply chains. While standard demand forecasting solutions may seem like a quick fix for small retailers, large-scale retailers need custom solutions tailored specifically to the unique complexities of […] The post 7 Reasons Why Custom Demand Forecasting Is Essential for Retail appeared first on Xebia.
https://xebia.com/blog/7-reasons-why-custom-demand-forecasting-is-essential-retail/
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Ducklake: A journey to integrate DuckDB with Unity Catalog
This summer, Databricks announced the open-sourcing of Unity Catalog. This creates the opportunity for combining lightweight tools like DuckDB with Unity Catalog. In this post, we'll dive into how you can integrate DuckDB with the open-source Unity Catalog, walking you through our hands-on experience, sharing the setup process, and exploring both the opportunities and challenges […] The post Ducklake: A journey to integrate DuckDB with Unity Catalog appeared first on Xebia.
https://xebia.com/blog/ducklake-a-journey-to-integrate-duckdb-with-unity-catalog/
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Apple says a high score on GSM8K dataset does not mean your AI is smarter
Recent research from Apple suggests that models that got a high score on the GSM8K dataset may not be as intelligent as they seem. Large Language Models (LLMs) have been widely praised for their seemingly impressive reasoning abilities. Models from companies like OpenAI, Google, and Meta are often showcased as powerful tools capable of solving […]
https://dataconomy.com/2024/10/15/gsm8k-dataset-apple-research-gsm-symbolic/
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British startup develops bendable microprocessor capable of running ML models for under 1 USD
British startup Pragmatic Semiconductor has revealed a 32-bit microprocessor, Flex-RV, that is not only bendable but can also run machine learning models — all for less than a dollar. The innovative chip, based on the open-standard RISC-V architecture, could transform how we approach flexible electronics, offering a cost-effective solution with numerous practical applications. Flex-RV’s break […]
https://dataconomy.com/2024/10/01/bendable-microprocessor-flex-rv/
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UPDATE : Nouveau ChatGPT Voice 2.0 : RÉVOLUTION ou DANGER ? Tutoriel + 7 Démos
OpenAI commence enfin le déploiement global de ChatGPT Voice 2.0 : Véritable révolution ou simple amélioration ? - ChatGPT Vocal 2.0 : DÉPASSÉ ? Moshi : https://www.youtube.com/watch?v=Y0xioOAkWAs - CyberGhost : https://www.cyberghostvpn.com/offer/EmileDev_8lgbr61 - NordVPN : https://go.nordvpn.net/aff_c?offer_id=15&aff_id=101114&url_id=1172 - Démo US 1 : https://www.youtube.com/watch?v=2Djt1WWch20 - Démo US 2 : https://www.youtube.com/watch?v=4w0Pqs3CuWk -- Liens utiles - Auto stud AI, générez des Shorts / Reels uniques en quelques minutes : https://autostud.ai - Extension Chrome Text2Perfect : Correction automatique en moins d'une seconde : https://chromewebstore.google.com/detail/textperfect/flhnmehjlbnckdaknglafnjkaeekmoai?hl=fr&authuser=0 - Plateforme d'appels...
https://www.youtube.com/watch?v=6mkxbtiWZ08
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Beyond the numbers: how a solid business case drives analytics
Beyond the numbers: how a solid business case drives successful analytics   Guidelines on writing your business case Successful analytics projects have a clear financial driver. The reason for initiating such projects often is to increase efficiency, either by reducing cost or increasing revenue. However, many companies fail at running successful analytics projects. A key […] The post Beyond the numbers: how a solid business case drives analytics appeared first on Xebia.
https://xebia.com/blog/beyond-the-numbers-how-a-solid-business-case-drives-analytics/
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UPDATE : ChatGPT + OpenAI o1 (Q*) = RÉVOLUTION ? Analyse + Démos
Après presque 4 mois sans nouveau modèle, Claude AI qui prenait de l'avance, et aucune nouvelle de Sora + ChatGPT Vocal 2.0, OpenAI devait absolument retrouver la première place : Pari réussit ? - Démo : @OpenAI@OpenAI - Vidéo excellente lié à Q* (Maintenant OpenAI o1) : https://www.youtube.com/watch?v=Y6lEH90-J-8 - Thread de Sam Altman : https://x.com/sama/status/1834283100639297910 -- Pour aller + loin - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité IA chaque semaine : https://emiledev.substack.com -- Liens utiles - NordVPN pour utiliser Gemini Ultra aux US : https://go.nordvpn.net/aff_c?offer_id=15&aff_id=101114&url_id=1172 - Plateforme d'appels IA B2B / B2C : https://vapi.ai/?ref=emile - Profitez de 3 mois de Shopify & Sidekick IA gratuitement...
https://www.youtube.com/watch?v=dFoVjdlmB-U
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Écouter les paysages forestiers
Poser des micros dans les forêts françaises pour y recenser la biodiversité : c'est l'ambition du projet Sonosylva, qui vient tout juste de démarrer. Ou comment les paysages sonores révèlent la présence des espèces animales, mais aussi l'impact des activités humaines dans un milieu déjà sous pression.
https://lejournal.cnrs.fr/articles/ecouter-les-paysages-forestiers
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La voix ressuscitée d'André Breton
Dans l'exposition « Surréalisme » qui ouvre le 4 septembre au Centre Pompidou résonne la voix d'André Breton lisant son fameux « Manifeste du surréalisme ». Explications avec Axel Roebel, chercheur acousticien, qui a permis cette reconstitution.
https://lejournal.cnrs.fr/articles/la-voix-ressuscitee-dandre-breton
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Scaling global financial inclusion through automated credit scoring
Credit scoring is a critical aspect of the lending process, determining whether a borrower is eligible for a loan and under what terms. Traditionally, this process has been labor-intensive and prone to errors, often relying on subjective criteria that vary from one lender to another. However, artificial intelligence has introduced a transformative shift in conducting […]
https://dataconomy.com/2024/09/03/scaling-global-financial-inclusion-through-automated-credit-scoring/
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The role of AI and machine learning in cloud security
In this era of modern business operations, cloud computing cannot be overlooked, thanks to its scalability, flexibility, and accessibility for data processing, storage, and application deployment. On the other hand, cyber threats are fast evolving, making old-style security measures fall short. This raises a lot of security questions about the suitability of the cloud. This […]
https://dataconomy.com/2024/09/02/the-role-of-ai-and-machine-learning-in-cloud-security/
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Mediapipe : le framework révolutionnaire en vision par ordinateur
Proposé par Google en open source, Mediapipe est l’un des frameworks de référence en vision par ordinateur. Il s’agit d’une boîte à outils de plusieurs modèles de vision par ordinateur... L'article Mediapipe : le framework révolutionnaire en vision par ordinateur est apparu en premier sur La revue IA.
https://larevueia.fr/mediapipe-le-framework-revolutionnaire-en-vision-par-ordinateur/
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Run Large Language Models locally with Ollama and Open WebUI
Large Language Models (LLMs) like ChatGPT are amazing. But most big companies will always run their LLMs on the cloud. And the cloud is simply someone else’s computer! What if you want to run your own LLMs, on your own computer? You can! Let’s get started. What is Ollama? Ollama is a tool that allows […] The post Run Large Language Models locally with Ollama and Open WebUI appeared first on Xebia.
https://xebia.com/blog/run-large-language-models-locally-with-ollama-and-open-webui/
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LLMs, MLOps, and making your data AI-ready: our Xebia Data Q2 initiatives
The More You Share, the More You Learn Our clients often ask us, “Where do you find the time to share knowledge so often?” Our answer is simple: it's not about finding the time; it's about finding the energy. We Xebians thrive through knowledge sharing. It is our favorite part of the job because we […] The post LLMs, MLOps, and making your data AI-ready: our Xebia Data Q2 initiatives appeared first on Xebia.
https://xebia.com/blog/llm-mlops-and-making-your-data-ai-ready-our-xebia-data-q2-initiatives/
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ChatGPT Vocal V2, LLaMA 3.1 405b, SearchGPT, Midjourney v6.1 et Runway Gen-3 - Actus IA
ChatGPT Vocal V2 commence enfin à être déployé, GPT-4o (déjà) dépassé par un modèle open-source, Midjourney v6.1, Runway Gen-3 Image to Video + 12 actualités IA. - Interview de Zuck : https://www.youtube.com/watch?v=Vy3OkbtUa5k - LLaMA 4 interdit en Europe, pourquoi ? https://www.youtube.com/watch?v=yEa4Rn9tQhQ - Thread Interview Zuck https://x.com/sairahul1/status/1816449865981075694 - https://chat.mistral.ai/chat - https://huggingface.co/chat - Demo Meta Segment Anything : https://segment-anything.com/demo - Thread Segment Anything : https://x.com/sairahul1/status/1818269095978225831 -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité IA chaque...
https://www.youtube.com/watch?v=nCugwN7WJtM
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What is machine unlearning: Can AI really forget?
Machine unlearning techniques are emerging as a crucial method to cleanse generative AI models of unwanted elements, such as sensitive personal data or protected content, which they may inadvertently absorb during their training phase. However, these methods come with significant drawbacks. A recent collaborative study involving experts from the University of Washington, Princeton, the University […]
https://dataconomy.com/2024/07/30/what-is-machine-unlearning/
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Bridging the Gap Between Business Stakeholders and Data Modelers
Introduction Data modelers frequently communicate in terms of entities, constraints, and other technical terms. This does not always translate well for business stakeholders. They are generally more interested in strategy and business outcomes.  Data modelers need input from the business to understand what data is important and how it should be used. On the other […] The post Bridging the Gap Between Business Stakeholders and Data Modelers appeared first on Xebia.
https://xebia.com/blog/bridging-the-gap-between-business-stakeholders-and-data-modelers/
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The Levels of RAG 🦜
Introduction LLM’s can be supercharged using a technique called RAG, allowing us to overcome dealbreaker problems like hallucinations or no access to internal data. RAG is gaining more industry momentum and is becoming rapidly more mature both in the open-source world and at major Cloud vendors. But what can we expect from RAG? What is […] The post The Levels of RAG 🦜 appeared first on Xebia.
https://xebia.com/blog/levels-of-rag/
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GPT-4o MINI, Q* x STRAWBERRY, Fin de ChatGPT en France ? - Actus IA
Après plusieurs semaines de silence, OpenAI déploie GPT-4o Mini et vient une nouvelle fois bouleverser le monde des LLM. LLaMA 4, Gemini 2 et 8 autres actualités IA. - GPT-5 + Q* x Virus : Le début de la FIN ? : https://www.youtube.com/watch?v=ENqhASRRzps - Projet Q*, détails : https://www.youtube.com/watch?v=yJfFTLOXwhc - Sora Showcase : https://www.youtube.com/watch?v=y_4Kv_Xy7vs - Comment utiliser ChatGPT Memory en Europe : https://www.youtube.com/watch?v=efeMLcxQhOA -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité IA chaque semaine : https://emiledev.substack.com - Formation ChatGPT Data Analyst PRO : https://emiledev.com/fr/formations-ia/formation-chatgpt-code-interpreter-pro-advanced-data-analysis --...
https://www.youtube.com/watch?v=yEa4Rn9tQhQ
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The pile dataset has become Big Tech's secret spice
The pile dataset has become a hot topic in AI circles, sparking debates about how data is used and the ethics involved. This massive collection of text has been used by big tech companies to train their AI models. However, the way this data was gathered and used raises questions about consent, ownership, and the […]
https://dataconomy.com/2024/07/17/what-is-the-pile-dataset-is-how-it-used/
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Top AI and machine learning trends to follow in Q3 2024
AI and machine learning trends are shaping the future of technology and transforming industries across the globe. As we delve into the latest advancements in artificial intelligence and machine learning, it’s crucial to understand the impact these innovations have on our daily lives and the broader technological ecosystem. From ethical considerations to cutting-edge applications, the […]
https://dataconomy.com/2024/07/16/ai-and-machine-learning-trends-to-follow/
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ChatGPT Vocal 2.0 : DÉPASSÉ ? Moshi, GPT-5, Meta 3D Gen et Eleven Labs - Actus IA
Comme pour Sora, les équipes d'OpenAI se feront-elles dépasser par des “petites” startups ? Avec une sortie de ChatGPT Vocal 2.0 dans presque 6, c'est ce qui semble se dessiner.. - Conférence Moshi (Pas de sous-titre) : https://www.youtube.com/watch?v=hm2IJSKcYvo - Test Moshi : https://www.youtube.com/watch?v=ZY2hBv9ob8U - Tester Moshi : https://www.moshi.chat/ - Runway : https://runwayml.com/ -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité IA chaque semaine : https://emiledev.substack.com - Formation ChatGPT Data Analyst PRO : https://emiledev.com/fr/formations-ia/formation-chatgpt-code-interpreter-pro-advanced-data-analysis -- Liens utiles -...
https://www.youtube.com/watch?v=Y0xioOAkWAs
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Les technologies single cell révolutionnent la recherche en biologie
Ces techniques d'analyse de l'information génomique permettent de se placer à l'échelle de la « cellule unique » pour mieux en étudier les mécanismes et l'hétérogénéité des tissus. Elles génèrent aussi une massification des données qui font entrer la biologie cellulaire dans une nouvelle ère.
https://lejournal.cnrs.fr/articles/les-technologies-single-cell-revolutionnent-la-recherche-en-biologie
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How to use Chain of Thought prompting to get a better outputs from LLMs
Chain of Thought prompting is an advanced technique used to enhance the reasoning capabilities of Large Language Models (LLMs). As LLMs are scaled up, they perform well in tasks like sentiment analysis and machine translation but struggle with complex multi-step problems such as arithmetic and commonsense reasoning. Chain of Thought prompting addresses this issue by […]
https://dataconomy.com/2024/07/03/what-is-chain-of-thought-prompting/
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Is machine learning AI? Artificial intelligence vs. ML cheat sheet
Is machine learning AI? It is a common question for those navigating the complexities of modern technology and seeking to understand how these transformative fields are reshaping industries and everyday life. Although both terms are often used interchangeably, they represent distinct yet interconnected facets of computer science and artificial intelligence. Understanding the relationship between machine […]
https://dataconomy.com/2024/07/03/is-machine-learning-ai-vs-ml/
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Démo Sora, GPT-4o S2S, ChatGPT Vocal ANNULÉ ? - Actus IA
OpenAI communique enfin sur le mode ChatGPT conversation 2.0, Sora nouvelle bande-annonce et Suno et Udio ont oubliés un détails très important + 12 autres actualités IA. - "Le bug caché de ChatGPT" : https://www.youtube.com/watch?v=1Zp8MKX82r8 - Sora Bande-annonce : https://www.youtube.com/watch?v=F_WfIzYGlg4 - Conférence OpenAI : https://www.youtube.com/watch?v=DQacCB9tDaw - Message OpenAI : https://x.com/Teknium1/status/1805718678526476655 - Démo Claude 3.5 Sonnet : https://x.com/krishnerkar/status/1804450961051484619 - Démo ChatGPT Conversation : https://x.com/wongmjane/status/1805873170957635795 -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité...
https://www.youtube.com/watch?v=sB8vR9zHYsc
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GPT-4o DÉPASSÉ : Claude 3.5 SONNET (Révolution) + Tutoriel Utilisation Gratuite
À peine + d'un mois après la sortie de GPT-4o, un modèle surpasse déjà le modèle phare d'OpenAI, à presque 50% de son prix.. Analyse des démos + quelques points importants ! - Demo Code : https://youtu.be/A598ESCoC70?si=le66ixVu8LQ0c2_U - Demo Jeu vidéo : https://youtu.be/A598ESCoC70?si=le66ixVu8LQ0c2_U - Demo Vision : https://youtu.be/dhxrHvgXpSM?si=CcF4T0sHg7NUURww - Tester Claude (gratuitement) : https://claude.ai -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité IA chaque semaine : https://emiledev.substack.com - Formation ChatGPT Data Analyst PRO : https://emiledev.com/fr/formations-ia/formation-chatgpt-code-interpreter-pro-advanced-data-analysis --...
https://www.youtube.com/watch?v=Vl84XtG0gUY
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Fine-tuner ChatGPT depuis le dashboard OpenAI
OpenAI a révolutionné le domaine de l’intelligence artificielle en démocratisant des techniques autrefois réservées aux experts. Aujourd’hui, le fine-tuning de modèles de langage (LLM), tels que ChatGPT (3.5 ou 4o),... L'article Fine-tuner ChatGPT depuis le dashboard OpenAI est apparu en premier sur La revue IA.
https://larevueia.fr/fine-tuner-chatgpt-depuis-le-dashboard-openai/
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SORA DÉPASSÉ : Runway Gen-3, OpenAI x AGI, Dream Machine v2, DALL-E 3 v2 - Actus IA
Nouvelle semaine = nouveau concurrent de Sora. Runway annonce son modèle Gen-3, qui propose une nouvelle mécanique très impressionnante. Et Sam Altman souhaite qu'OpenAI change de modèle.. Quelles conséquences ? - Concurrent à Sora que vous pouvez utiliser dès aujourd'hui : https://www.youtube.com/watch?v=UdEmvOBvyb8 - Plus de détails sur OpenAI : https://www.youtube.com/watch?v=o5iePht6ed0 - Lien Runway : https://runwayml.com - Article en FR : https://www.numerama.com/tech/1761186-sam-altman-pourrait-mettre-fin-a-la-mission-originelle-dopenai.html - NVIDIA : https://nvidianews.nvidia.com/news/digital-humans-ace-generative-ai-microservices - https://deepmind.google/discover/blog/generating-audio-for-video/ - https://www.videotosoundeffects.com -- Pour aller + loin - Formation Midjourney...
https://www.youtube.com/watch?v=scc-0ShiOes
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Supercharging Airflow & dbt with Astronomer Cosmos on Azure Container Instances
Over the past few years, dbt has become the standard for data transformations. A very typical workflow now is to have some basic data extraction and ingestion take place, after which transformations are done in one or more dbt projects (a typical ELT (Extract-Load-Transform) workflow). Essentially, dbt, as advertised, takes care of the T in […] The post Supercharging Airflow & dbt with Astronomer Cosmos on Azure Container Instances appeared first on Xebia.
https://xebia.com/blog/supercharging-airflow-dbt-with-astronomer-cosmos-on-azure-container-instances/
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Comment fonctionnent les RAG (Retrieval Augmented Generation) en intelligence artificielle ?
Depuis l’arrivée de ChatGPT et la démocratisation des LLM, Large Language Models, les nombre de cas d’usage concrets en entreprises ne cesse de croitre. On voit de plus en plus... L'article Comment fonctionnent les RAG (Retrieval Augmented Generation) en intelligence artificielle ? est apparu en premier sur La revue IA.
https://larevueia.fr/comment-fonctionne-les-rag-retrieval-augmented-generation-en-intelligence-artificielle/
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The ever-changing role of Data Modeling
Introduction In this blog post, we explore the evolution of data modeling from its early days of transactional databases to its role in enabling AI-driven insights today. We discuss the impact of technology advancements, cloud computing, and AI/ML applications’ rise in data modeling practices. As we intend for large language models (LLMs) to be able […] The post The ever-changing role of Data Modeling appeared first on Xebia.
https://xebia.com/blog/the-ever-changing-role-of-data-modeling/
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Dream Machine de LUMA AI, Nouveau modèle de Génération de Vidéos IA + Tutoriel
Deuxième fois en moins d'une semaine que Sora est challengé, mais cette fois-ci, l'IA est testable, et gratuitement. - Chaîne ou je publierai le tutoriel : @emile_dev_v2 - Tester Dream Machine : https://lumalabs.ai/dream-machine - Trailer Dream Machine : https://www.youtube.com/watch?v=Zb3tffmBPRE -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité IA chaque semaine : https://emiledev.substack.com - Formation ChatGPT Data Analyst PRO : https://emiledev.com/fr/formations-ia/formation-chatgpt-code-interpreter-pro-advanced-data-analysis -- Liens utiles - Auto stud AI, générez des Shorts / Reels uniques en quelques minutes : https://autostud.ai - NordVPN...
https://www.youtube.com/watch?v=UdEmvOBvyb8
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SIRI x ChatGPT + GPT-4o - Révolution ? Conférence Apple
Apple vient d'annoncer une série de nouveautés dopés à l'IA, révolution ou simplement enfin à jour ? On analyse les nouveautés. - Conférence complète : https://www.youtube.com/watch?v=RXeOiIDNNek -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité IA chaque semaine : https://emiledev.substack.com - Formation ChatGPT Data Analyst PRO : https://emiledev.com/fr/formations-ia/formation-chatgpt-code-interpreter-pro-advanced-data-analysis -- Liens utiles - Auto stud AI, générez des Shorts / Reels uniques en quelques minutes : https://autostud.ai - NordVPN pour utiliser Gemini Ultra aux US : https://go.nordvpn.net/aff_c?offer_id=15&aff_id=101114&url_id=1172 -...
https://www.youtube.com/watch?v=HUSSkS-923Y
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OpenAI Sora DÉPASSÉ (Nouvelle IA), Whisper, Claude 3 OPUS, Apple IA - Actus IA
Kling : nouvelle IA TextToVideo, dépasse OpenAI Sora sur la majorité des démos, qui n'est toujours utilisable. Quel avenir pour le modèle d'OpenAI ? - SORA, La génération vidéo par IA est décevante. Voici la solution : https://www.youtube.com/watch?v=7xt0dQ2HPu0 - Vidéo dans le train, l'expérience est bluffante : https://www.youtube.com/watch?v=MxTWLm9vT_o - HitPaw, OpenAI Sora vs Kling : https://www.youtube.com/watch?v=4j6WyklsQAo - Thread Kling : https://x.com/bdsqlsz/status/1798710076175528354 - Claude 3 : https://x.com/xlr8harder/status/1799300740000919621 - Groq : https://x.com/JonathanRoss321/status/1798746103766200602 -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs...
https://www.youtube.com/watch?v=7TzQVfjdoas
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GPT-4o + NVIDIA = Révolution / NETFLIX IA / ToonCrafter, AGI, SIRI IA et SD3 - Actus IA
La conférence d'NVIDIA semble confirmer la stratégie d'OpenAI avec ChatGPT, NVIDIA clone la terre, Tooncrafter et ShowRunner amorcent une révolution dans le secteur de l'animation et 7 autres actualités IA. - AppleGPT : https://www.youtube.com/watch?v=z9F1evgq0is - Résumé de la conférence d'NVIDIA : https://www.youtube.com/watch?v=Zgn7KJXVxNk - Conférence complète : https://www.youtube.com/watch?v=pKXDVsWZmUU - Prompt : iPhone photo of (food name) with many raisins on top. At a (type of) restaurant (or other location). --ar 3:4 --style raw --s 75 - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - ToonCrafter : https://huggingface.co/spaces/Doubiiu/tooncrafter -- Pour aller + loin - Newsletter IA, Tutoriels, outils IA exclusifs & résumé...
https://www.youtube.com/watch?v=6WziWk0qDpE
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How to use Dagster to orchestrate Google Cloud Functions (or any other external execution environment)
I know, right? This should be a trivial task; you have some existing code deployed on, say, a Google Cloud Function, and you want Dagster to orchestrate it. This is easy to do in e.g. Airflow, but Dagster only recently added this functionality through the dagster-pipes library: Dagster Pipes is a toolkit for building integrations […] The post How to use Dagster to orchestrate Google Cloud Functions (or any other external execution environment) appeared first on Xebia.
https://xebia.com/blog/how-to-use-dagster-to-orchestrate-google-cloud-functions/
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Pharmacognosie : de la nature à l'armoire à pharmacie
À la fois chimiste et pharmacien, le professeur Mehdi Beniddir nous explique comment la pharmacognosie permet de développer de nouveaux médicaments à partir de substances produites par la nature.
https://lejournal.cnrs.fr/articles/pharmacognosie-de-la-nature-a-larmoire-a-pharmacie
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GPT-4o GRATUIT / GPT-Next = GPT-5 / 6 ? Mistral Code, xAI, Musk vs Yann LeCun - Actus IA
GPT-4o disponible gratuitement, début de l'entrainement du prochain grand modèle d'OpenAI, Mistral Code, Musk vs Yann LeCun et 5 autres actualités IA. - ChatGPT Memory en France : https://youtu.be/efeMLcxQhOA - GPT-4o : https://chatgpt.com - Mistral LeChat : https://chat.mistral.ai/chat?ref=emile_dev - + d'infos sur GPT-Next : https://www.youtube.com/watch?v=dIMdjzhVk28 - "GPT-5 : Tout ce que vous devez savoir jusqu'à présent" (Publié il y a 4 mois) : https://www.youtube.com/watch?v=Zc03IYnnuIA - Viva Tech conférence OpenAI complète : https://www.youtube.com/watch?v=q5uCCohis5E -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité IA chaque semaine...
https://www.youtube.com/watch?v=ADjdxH2MnTY
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Predictive analytics in education: How machine learning forecasts student successs
Imagine knowing which students might need extra help before they even ask for it. Or determining the best teaching strategies for each class. It seems futuristic, but predictive analytics makes it a reality. This powerful tool uses machine learning to forecast student success, helping educators make smarter decisions and support their students better. Balancing schoolwork […]
https://dataconomy.com/2024/05/29/predictive-analytics-in-education-how-machine-learning-forecasts-student-successs/
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Real-time feedback loop: Improving restaurant furniture design through continuous machine learning analysis
Welcome to the world of restaurant furniture design, where every chair, table, and decor item influences the dining experience. In today’s competitive restaurant sector, establishing a friendly and comfortable atmosphere is more important than ever. However, beautiful design is more than simply aesthetics; it is about understanding your clients’ wants and preferences and always adapting […]
https://dataconomy.com/2024/05/29/real-time-feedback-loop-improving-restaurant-furniture-design-through-continuous-machine-learning-analysis/
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How is NLP in AI deciphering the language of humans for machines?
NLP in AI, a field that bridges the gap between human language and computer understanding, has emerged as a pivotal component in the development of intelligent systems. It empowers machines to decipher, interpret, and generate human language in a way that is both meaningful and contextually relevant. This capability enables a wide array of applications, […]
https://dataconomy.com/2024/05/28/what-is-the-role-of-nlp-in-ai/
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Applying machine learning to improve video translation accuracy
Video content is the most frequent form of communication. It’s a meeting recording, it’s a short you’re sending your friends, and it can be something much more. In enterprises, it can be used for trainings and onboarding and many other processes. This is where video translation comes in. Imagine a multinational business running onboarding in […]
https://dataconomy.com/2024/05/27/applying-machine-learning-to-improve-video-translation-accuracy/
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“Cette IA est effrayante” Musk, GPT-5 Annulé ? OpenAI Sora x Paris - Actus IA
Musk n'apprécie pas la nouvelle fonctionnalité IA bientôt disponible sur les nouveaux ordinateurs Windows 11.. Nouvelle démo Sora à Paris, Scarlett Johansson vs OpenAI et 7 autres actualités IA. - ChatGPT Avatar : https://www.youtube.com/watch?v=XC0ly0ANSIQ - Mon outil IA : https://autostud.ai/ - Tutoriel Auto Stud : https://www.youtube.com/watch?v=rUMRHLlhmHs - Process Sora x Voice Engine : https://x.com/RyanMorrisonJer/status/1793647054306390069 -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité IA chaque semaine : https://emiledev.substack.com - Formation ChatGPT Data Analyst PRO : https://emiledev.com/fr/formations-ia/formation-chatgpt-code-interpreter-pro-advanced-data-analysis --...
https://www.youtube.com/watch?v=dIMdjzhVk28
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AGI : Sam Altman vs Ilya Sutskever, ChatGPT Avatar LEAK, Google Astra vs GPT-4o - Actus IA
Ilya Sutskever et Jan Leike annoncent leur départ d'OpenAI, Google Astra : plusieurs nouvelles démos impressionnantes et 7 autres actualités IA. - Explication du problème d'alignement (anglais) : https://www.youtube.com/watch?v=bJLcIBixGj8 - Explication en FR : https://www.youtube.com/watch?v=Tm1IAPMHM28 - Sam Altman sur Ilya Sutskever chez Lex Fridman : https://www.youtube.com/watch?v=gWAsJQqk_eA - Digi AI : https://digi.ai - Google Deepmind Youtube : https://www.youtube.com/watch?v=a0WNxVK5vJM - Demo OpenAI GPT-4o : https://www.youtube.com/watch?v=wfAYBdaGVxs -- Pour aller + loin - Formation Midjourney PRO : https://emiledev.com/fr/formations-ia/formation-midjourney-pro - Newsletter IA, Tutoriels, outils IA exclusifs & résumé de l'actualité IA chaque semaine : https://emiledev.substack.com -...
https://www.youtube.com/watch?v=XC0ly0ANSIQ
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Data-driven decision making: The secret to product management success
Think product success comes from the most innovative idea or a flashy marketing campaign? Think again. What truly separates thriving products from those that fade away is a data-driven approach. Using data to guide every decision transforms good ideas into big wins. In today's competitive world, relying on data can mean the difference between a […]
https://dataconomy.com/2024/05/12/data-driven-decision-making-the-secret-to-product-management-success/
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DIY LLM Evaluation, a Case Study of Rhyming in ABBA Schema
DIY LLM Evaluation, a Case Study of Rhyming in ABBA Schema It’s becoming common knowledge: You should not choose your LLMs based on static benchmarks. As Andrej Karpathy, former CTO of OpenAI, once said on Twitter: “I pretty much only trust two LLM evals right now: Chatbot Arena and the r/LocalLlama comments section”. Chatbot Arena […] The post DIY LLM Evaluation, a Case Study of Rhyming in ABBA Schema appeared first on Xebia.
https://xebia.com/blog/lessons-learned-from-a-diy-llm-benchmark/
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The importance of continuous software auditing in machine learning operations
Whether you’re a business owner or a project manager, it’s essential to understand what machine learning is, how machine learning operations (MLOps) function, and how they benefit from continuous software auditing. Grasping the concepts of machine learning, MLOps, and the crucial role of continuous software auditing through a reliable software development company can enhance decision-making […]
https://dataconomy.com/2024/05/07/the-importance-of-continuous-software-auditing-in-machine-learning-operations/
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Comment utiliser l'API de Midjourney avec Python ?
Dans cet article je vous explique comment utiliser l’API de Midjourney dans vos codes Python grâce au service MyMidjourney. La génération d’images est devenue en quelques mois une des techniques... L'article Comment utiliser l’API de Midjourney avec Python ? est apparu en premier sur La revue IA.
https://larevueia.fr/api-midjourney/
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Fascinantes cultures des macaques du Japon
L'éthologue Cédric Sueur étudie les comportements culturels des macaques du Japon dans plusieurs îles de l'archipel. Ces singes sont la première espèce animale chez qui on a pu observer, dès les années 1940, des traditions propres à chaque groupe, transmises de génération en génération. Le scientifique nous raconte la mission qu'il a effectuée au début de l'année 2023.
https://lejournal.cnrs.fr/articles/fascinantes-cultures-des-macaques-du-japon
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Snorkel Flow update offers a brand new approach to enterprise data management
One of the most important ongoing challenges for companies that develop AI is integrating vast amounts of enterprise data within their AI models. This data is the lifeblood of many AI applications, but its management can be a complex and time-consuming process. Snorkel Flow, a recent update to the Snorkel AI platform, aims to streamline […]
https://dataconomy.com/2024/04/25/snorkel-flow-enterprise-data-management/
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Microsoft Phi-3 is the tech giant's next tiny titan
The race for ever-larger artificial intelligence models has been a hallmark of recent advancements. However, Microsoft is shaking things up with the Phi-3 Mini, an AI model boasting impressive capabilities despite its compact size. Traditionally, success in large language models (LLMs) has been linked to the number of parameters – essentially the building blocks that […]
https://dataconomy.com/2024/04/24/microsoft-phi-3/
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Google unveils Infini-attention technique for super-sized conversations with language models
Large language models (LLMs) are computer programs that have been trained on massive amounts of text data. This allows them to generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. However, LLMs have a limitation: they can only handle a specific amount of information at a […]
https://dataconomy.com/2024/04/16/google-infini-attention-technique/
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Distributed Dashboarding with DuckDB-Wasm, could it be the future of BI?
A blog from 2023: “BIG DATA IS DEAD” by Jordan Tigani, inspired me to dive a bit into the DuckDB and MotherDuck ecosystem. Tigani is a former founding engineer of Google BigQuery, and worked for more than 10 years on the product. In his blog “BIG DATA IS DEAD”, Tigani explains that in his eyes […] The post Distributed Dashboarding with DuckDB-Wasm, could it be the future of BI? appeared first on Xebia.
https://xebia.com/blog/distributed-dashboarding-with-duckdb-wasm/
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Understanding different machine learning techniques
Is reinforcement learning supervised or unsupervised? While this technical question is important, let’s shift our focus to a business lens. Reinforcement learning (RL) holds immense potential for transforming decision-making processes and optimizing strategies across industries. The sheer volume of data produced by computers, smartphones, and various technologies can be daunting, particularly for those uncertain about […]
https://dataconomy.com/2024/04/12/understanding-different-machine-learning-techniques/
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Winners Recipe for Finetuning LLMs
Winning Recipe for Finetuning LLMs At NeurIPS 2023 we participated in the LLM Efficiency Challenge. During the conference, I met up with the winners of the competition and joined the workshop where they shared their approach. In this blog, we share the key takeaways on the winning approaches. The Challenge The goal of the competition […] The post Winners Recipe for Finetuning LLMs appeared first on Xebia.
https://xebia.com/blog/winning-recipe-for-finetuning-llm/
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Machine learning model serving architectures
After months of crunching data, plotting distributions, and testing out various machine learning algorithms you have finally proven to your stakeholders that your model can deliver business value. Your model has to leave the comforts of your development environment and is ready to move to production to be consumed by the end user. Serving a […] The post Machine learning model serving architectures appeared first on Xebia.
https://xebia.com/blog/ml-serving-architectures/
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What happens when you mess up data modeling?
There has been an uptick in discussions surrounding the modern data stack, data mesh and self-service promising to solve many of your company’s data problems. However, in Xebia Data’s Analytics Engineering team’s day-to-day work for clients, we still see small and large companies struggling to address most of the core concepts. It’s great that data […] The post What happens when you mess up data modeling? appeared first on Xebia.
https://xebia.com/blog/what-happens-when-you-mess-up-data-modeling/
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Securing Your Sensitive Data on AWS: A Beginner's Guide to Amazon Macie
With the rise of artificial intelligence (AI), the revolutionary transformation of the data management and security landscape has emerged. The exponential growth of data has enabled businesses to innovate more in their products and services, making them more personalized. As organizations adopt Cloud technology like Amazon Web Services (AWS) to modernize their data capabilities and […] The post Securing Your Sensitive Data on AWS: A Beginner’s Guide to Amazon Macie appeared first on Xebia.
https://xebia.com/blog/securing-your-sensitive-data-on-aws-a-beginner-s-guide-to-amazon-macie/
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Quelles sont les applications de l'IA dans le BTP ?
L’intelligence artificielle est en train de révolutionner énormément de métiers et d’industrie, parmi elles, l’industrie du BTP. Dans cet article, je propose une revue complète des applications de l’IA dans... L'article Quelles sont les applications de l’IA dans le BTP ? est apparu en premier sur La revue IA.
https://larevueia.fr/quelles-sont-les-applications-de-lia-dans-le-btp/
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SIMA has the potential to save the humanity by… playing video games?
Google DeepMind’s recent breakthrough with SIMA (Self-Instructing Multimodal Agent) shines a spotlight on the rapid progress in making generalist AI agents, specifically designed for 3D virtual environments, a reality. This progress carries transformative potential, not just for the gaming industry, but for the way we interact with virtual spaces across a broad spectrum of applications. […]
https://dataconomy.com/2024/03/13/google-deepmind-sima-generalist-ai-agent/
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Don't be fooled by the size of Microsoft's 1-Bit LLM
With its new 1-bit LLM technology, Microsoft may have just cracked the code for creating powerful AI behind chatbots and language tools that can fit in your pocket, run lightning fast, and help save the planet. Ok, ditch the planet part but it is a really big deal! Traditional LLMs, the powerful AI models behind […]
https://dataconomy.com/2024/03/06/microsofts-1-bit-llm-advantages/
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La Chine mobilisera des ressources à l'échelle nationale pour développer les industries de l'informatique quantique, de l'IA et du big data, afin d'atteindre l'autosuffisance technologique
La Chine mobilisera des ressources à l'échelle nationale pour développer les industries de l'informatique quantique, de l'IA et du big data afin d'atteindre l'autosuffisance technologique.La Chine formulera des plans pour développer les industries émergentes, y compris l'informatique quantique, et continuera à s'efforcer d'atteindre l'autosuffisance en matière de technologie, selon un rapport d'activité du gouvernement. Elle intensifiera également ses efforts dans le domaine du big data et de l'intelligence...
https://intelligence-artificielle.developpez.com/actu/354924/La-Chine-mobilisera-des-ressources-a-l-echelle-nationale-pour-developper-les-industries-de-l-informatique-quantique-de-l-IA-et-du-big-data-afin-d-atteindre-l-autosuffisance-technologique/
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Pourquoi utiliser Python pour le deep learning ?
Le deep learning ou apprentissage profond est une méthode d’apprentissage automatique qui se base sur des architectures de réseaux de neurones artificiels profonds pour traiter et modéliser des données de... L'article Pourquoi utiliser Python pour le deep learning ? est apparu en premier sur La revue IA.
https://larevueia.fr/pourquoi-utiliser-python-pour-le-deep-learning/
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Legal hold is the big red stop sign of data leaks
Stumbled upon a legal hold and don’t know why that happened to you? You will find out exactly why soon. Navigating the complex terrain of legal matters, particularly in the face of litigation, investigations, or internal challenges, demands a strategic approach to safeguarding crucial evidence. At the forefront of this strategy is the concept of […]
https://dataconomy.com/2024/01/02/what-is-legal-hold-vs-litigation-hold/
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La créativité peut-elle être artificielle ?
Le projet Oupoco réinvente l'expression artistique en créant des poèmes à partir d'une riche collection de sonnets signés par 760 auteurs. Cette « boîte à poésie » illustre l'équilibre fragile entre la créativité humaine et la technologie. À l'origine du projet, Thierry Poibeau nous explique comment l'intelligence artificielle générative ravive ce débat aujourd'hui.
https://lejournal.cnrs.fr/articles/la-creativite-peut-elle-etre-artificielle
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Using big data to redefine FC 24 gaming
Today, big data has already become an everyday phenomenon in the gaming virtual worlds across the globe. The industry is experiencing innovativeness, personalization, and immersion in demand. Further, the advent of FC 24, which is currently considered the recent addition to the football game category, confirms that the contribution made by big data in the […]
https://dataconomy.com/2023/11/10/using-big-data-to-redefine-fc-24-gaming/
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L'ère de la cancérologie numérique
À l'occasion de la journée mondiale contre le cancer du sein, (re)découvrez les travaux d'une équipe toulousaine qui réunit chercheurs en informatique et en oncologie pour développer des logiciels d'aide à une meilleure prise en charge des malades et accélérer la recherche.
https://lejournal.cnrs.fr/articles/lere-de-la-cancerologie-numerique
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« J'essaie de rendre l'humain plus créatif »
Marie-Paule Cani sculpte des formes 3D et crée des mondes virtuels animés. Les systèmes intelligents de création visuelle qu'elle développe servent aussi bien pour la recherche que pour la création de jeux vidéo, de films d'animation ou d'effets spéciaux. Gros plan sur cette spécialiste d'informatique graphique.
https://lejournal.cnrs.fr/articles/jessaie-de-rendre-lhumain-plus-creatif
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Compte rendu de Big Data & AI Paris 2023
Cette année le salon BigData & AI Paris, partenaire de La revue IA pour la 2ème année, a connu un record en termes de fréquentation. D'après les organisateurs, 16 500... L'article Compte rendu de Big Data & AI Paris 2023 est apparu en premier sur La revue IA.
https://larevueia.fr/compte-rendu-de-big-data-ai-paris-2023/
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NETSCOUT protège ses clients contre les cyberattaques DDoS
NETSCOUT conjugue les fonctions d'analyse automatique du trafic en temps réel, de renseignement sur les menaces et d'atténuation fondée sur le machine learning. L'intégration de la protection adaptative contre les attaques DDoS à la solution Arbor TMS améliore de façon significative la détection dynamique des attaques distribuées, y compris de type « Carpet Bombing ». […] The post NETSCOUT protège ses clients contre les cyberattaques DDoS first appeared on UnderNews.
https://www.undernews.fr/reseau-securite/netscout-protege-ses-clients-contre-les-cyberattaques-ddos.html
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La revue IA est partenaire du salon AI & Big Data Paris
La 12ème édition du congrès Big Data & AI Paris ouvrira ses portes les 25 & 26 septembre 2023 au Palais des Congrès de Paris autour d'une promesse ambitieuse :... L'article La revue IA est partenaire du salon AI & Big Data Paris est apparu en premier sur La revue IA.
https://larevueia.fr/la-revue-ia-est-partenaire-du-salon-ai-big-data-paris-2/
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Gartner identifie les principales tendances qui façonneront l'avenir de la science des données et de l'apprentissage automatique
Gartner identifie les principales tendances qui façonneront l'avenir de la science des données et de l'apprentissage automatiqueGartner, a souligné les principales tendances ayant un impact sur l'avenir de la science des données et de l'apprentissage automatique (data science and machine learning : DSML), alors que le secteur se développe et évolue rapidement pour répondre à l'importance croissante des données dans l'intelligence artificielle (IA), en particulier lorsque l'accent est mis sur les...
https://intelligence-artificielle.developpez.com/actu/347244/Gartner-identifie-les-principales-tendances-qui-faconneront-l-avenir-de-la-science-des-donnees-et-de-l-apprentissage-automatique/
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Databases are the unsung heroes of AI
Artificial intelligence is no longer fiction and the role of AI databases has emerged as a cornerstone in driving innovation and progress. An AI database is not merely a repository of information but a dynamic and specialized system meticulously crafted to cater to the intricate demands of AI and ML applications. With the capacity to […]
https://dataconomy.com/2023/08/07/10-best-ai-databases-for-ml-and-ai/
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How AI and big data analytics are changing influencer marketing
Influencer marketing has been in existence for about a decade now. During this time, this brand promotion tactic has become increasingly popular among businesses of various sizes due to its effectiveness in reaching a wider audience and increasing brand awareness. No wonder, that the global influencer marketing platform market was worth .36 billion in 2021 […]
https://dataconomy.com/2023/07/14/how-ai-and-big-data-analytics-are-changing-influencer-marketing/
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5 ans après, 15 experts du stockage des données se prononcent sur le RGPD : le RGPD a-t-il été un succès, un échec ou quelque chose entre les deux ? Le RGPD a-t-il atteint les objectifs fixés ?
5 ans après, 15 experts du stockage des données se prononcent sur le RGPD : le RGPD a-t-il été un succès, un échec ou quelque chose entre les deux ? Le RGPD a-t-il atteint les objectifs fixés ?Cinq ans et 1 640 amendes pour un montant total de 2 781 943 873 euros plus tard, 15 experts se prononcent : selon eux, le RGPD a-t-il été un succès, un échec ou quelque chose entre les deux ? Le RGPD a-t-il atteint les objectifs fixés ?Selon l'étude ESG 2022 sur le rôle stratégique et évolutif de la gouvernance...
https://droit.developpez.com/actu/345952/5-ans-apres-15-experts-du-stockage-des-donnees-se-prononcent-sur-le-RGPD-le-RGPD-a-t-il-ete-un-succes-un-echec-ou-quelque-chose-entre-les-deux-Le-RGPD-a-t-il-atteint-les-objectifs-fixes/
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L'IA générative et l'ESG vont remodeler le marché des logiciels de Big Data et d'Analytics dans les années à venir, selon IDC Europe
L'IA générative et l'ESG vont remodeler le marché des logiciels de Big Data et d'Analytics dans les années à venir, selon IDC EuropeLe rapport semestriel Big Data and Analytics Software Tracker publié par International Data Corporation (IDC) prévoit un effet assez limité des développements économiques actuels sur la croissance du marché européen des logiciels de big data et d'analyse. Entre autres facteurs, les programmes émergents qui tournent autour de l'IA générative et de l'ESG devraient transformer...
https://intelligence-artificielle.developpez.com/actu/345940/L-IA-generative-et-l-ESG-vont-remodeler-le-marche-des-logiciels-de-Big-Data-et-d-Analytics-dans-les-annees-a-venir-selon-IDC-Europe/
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Your online personal data has a guardian angel
The internet is filled with lots of information, and this information is not accessible on the internet until the end of time thanks to data deprecation. When we use the internet, we leave a trail of data behind us. This data tells a story about us – what we like, what we do, and how […]
https://dataconomy.com/2023/06/19/what-is-data-deprecation-how-to-prepare/
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Elevating business decisions from gut feelings to data-driven excellence
Making the right decisions in an aggressive market is crucial for your business growth and that’s where decision intelligence (DI) comes to play. As each choice can steer the trajectory of an organization, propelling it towards remarkable growth or leaving it struggling to keep pace. In this era of information overload, utilizing the power of […]
https://dataconomy.com/2023/06/13/decision-intelligence-difference-from-ai/
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La norme SQL:2023 est finalisée et livrée avec de nouvelles fonctionnalités pour le format JSON, des modifications du langage SQL existant et les requêtes sur les graphes de propriétés
La norme SQL:2023 est finalisée et livrée avec de nouvelles fonctionnalités pour le format JSON, des modifications du langage SQL existant et les requêtes sur les graphes de propriétésLe groupe de travail chargé de la normalisation du langage SQL a annoncé ce 1er juin 2023 que les travaux sur la norme SQL:2023 sont terminés. La nouvelle norme SQL apporte un large éventail de mises à jour dans 3 domaines principaux : une série de modifications du langage SQL existant, de nouvelles fonctionnalités...
https://sgbd.developpez.com/actu/345162/La-norme-SQL-2023-est-finalisee-et-livree-avec-de-nouvelles-fonctionnalites-pour-le-format-JSON-des-modifications-du-langage-SQL-existant-et-les-requetes-sur-les-graphes-de-proprietes/
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Sneak peek at Microsoft Fabric price and its promising features
Microsoft has made good on its promise to deliver a simplified and more efficient Microsoft Fabric price model for its end-to-end platform designed for analytics and data workloads. Based on the total compute and storage utilized by customers, the company’s new pricing structure eliminates the need for separate payment for compute and storage buckets associated […]
https://dataconomy.com/2023/06/01/microsoft-fabric-price-features-data/
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«  La transition écologique ne pourra se faire qu'avec des réseaux intelligents  »
Les capteurs et les intelligences artificielles s'invitent dans les réseaux électriques, formant des réseaux plus « intelligents » aussi appelés smart grids. Le chercheur Nouredine Hadjsaid nous explique les enjeux et les défis posés par ces nouveaux systèmes chargés d'optimiser l'équilibre entre production et consommation d'électricité.
https://lejournal.cnrs.fr/articles/la-transition-ecologique-ne-pourra-se-faire-quavec-des-reseaux-intelligents
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NVIDIA GTC : métavers, IA générative, voiture autonome, quelle est la perspective de NVIDIA sur ces sujets ? Entretien avec Jean-Charles Vasnier, Senior Manager Solution Architect
NVIDIA GTC : métavers, IA générative, voiture autonome, quelle est la perspective de NVIDIA sur ces sujets ? Entretien avec Jean-Charles Vasnier, Senior Manager Solution Architect Le 20 mars, NVIDIA donnera le coup d'envoi de l'édition 2023 de la GTC, sa conférence mondiale sur l'IA qui rassemble des développeurs, des ingénieurs, des chercheurs, des inventeurs et des professionnels de l'informatique. IA générative, métavers, voiture autonome, l'entreprise va aborder les sujets qui ont souvent...
https://www.developpez.com/actu/342028/NVIDIA-GTC-metavers-IA-generative-voiture-autonome-quelle-est-la-perspective-de-NVIDIA-sur-ces-sujets-Entretien-avec-Jean-Charles-Vasnier-Senior-Manager-Solution-Architect/
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How data engineers tame Big Data?
Data engineers play a crucial role in managing and processing big data. They are responsible for designing, building, and maintaining the infrastructure and tools needed to manage and process large volumes of data effectively. This involves working closely with data analysts and data scientists to ensure that data is stored, processed, and analyzed efficiently to […]
https://dataconomy.com/2023/02/23/how-data-engineers-tame-big-data/
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Le Big Data serait mort, d'après Jordan Tigani, ingénieur fondateur de Google BigQuery, alors que pour IDC, le marché du Big Data enregistrera une forte croissance dans les années à venir
Le Big Data serait mort, d'après Jordan Tigani, ingénieur fondateur de Google BigQuery, alors que pour IDC, le marché du Big Data enregistrera une forte croissance dans les années à venirDans un post publié le 7 février, Jordan Tigani, l'ancien chef d'ingénierie et ingénieur fondateur de Google BigQuery, soutient que le big data est mort. Bien que cela contraste avec l'analyse de IDC, donc les résultats des recherches indiquent que le marché des logiciels de Big Data et d'Analytics enregistrera...
https://big-data.developpez.com/actu/341401/Le-Big-Data-serait-mort-d-apres-Jordan-Tigani-ingenieur-fondateur-de-Google-BigQuery-alors-que-pour-IDC-le-marche-du-Big-Data-enregistrera-une-forte-croissance-dans-les-annees-a-venir/
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Le marché des logiciels de Big Data et d'Analytics enregistrera une forte croissance dans les années à venir, en raison de l'importance des données, du passage au cloud public et de l'essor de l'IA
Le marché des logiciels de Big Data et d'Analytics enregistrera une forte croissance dans les années à venir, en raison de l'importance des données, du passage au cloud public et de l'essor de l'IALe rapport semestriel Big Data and Analytics Software Tracker publié par International Data Corporation (IDC) prévoit que les développements géopolitiques actuels auront un léger impact sur la croissance du marché, avec des perspectives positives pour l'avenir. La tendance des entreprises à s'appuyer sur...
https://data-science.developpez.com/actu/341273/Le-marche-des-logiciels-de-Big-Data-et-d-Analytics-enregistrera-une-forte-croissance-dans-les-annees-a-venir-en-raison-de-l-importance-des-donnees-du-passage-au-cloud-public-et-de-l-essor-de-l-IA/
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La société d'analyse de données Palantir est "responsable de la plupart des opérations de ciblage en Ukraine", a déclaré son directeur général, Alex Karp, pour cibler les chars et l'artillerie
La société d'analyse de données Palantir est "responsable de la plupart des opérations de ciblage en Ukraine", a déclaré son directeur général, Alex Karp, pour cibler les chars et l'artillerieAlex Karp a également donné des précisions sur le travail de la société américaine avec Kiev depuis l'invasion de la Russie l'année dernière.Le PDG de Palantir affirme que l'Ukraine utilise le logiciel de Palantir pour le "ciblage".La société d'analyse de données Palantir est "responsable...
https://data-science.developpez.com/actu/341158/La-societe-d-analyse-de-donnees-Palantir-est-responsable-de-la-plupart-des-operations-de-ciblage-en-Ukraine-a-declare-son-directeur-general-Alex-Karp-pour-cibler-les-chars-et-l-artillerie/
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Un robot plongeur pour nettoyer les zones côtières
Testée cette année à Venise, la plateforme du projet Maelstrom dispose d'un robot chargé de récupérer les déchets sous-marins. Contrôlé par un système de câbles, il peut opérer jusqu'à une profondeur maximale de vingt mètres.
https://lejournal.cnrs.fr/articles/un-robot-plongeur-pour-nettoyer-les-zones-cotieres
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Mining of Massive Datasets, un livre de Jure Leskovec, Anand Rajaraman et Jeff Ullman, critiqué par Thibaut Cuvelier
Mining of Massive Datasets The Web, social media, mobile activity, sensors, Internet commerce and so on all provide many extremely large datasets from which information can be gleaned by data mining. This book focuses on practical algorithms that have been used to solve key problems in data mining and can be used on even the largest datasets.It begins with a discussion of the MapReduce framework and related techniques for efficient parallel programming. The tricks of locality-sensitive...
https://big-data.developpez.com/livres/index/?page=Livres-en-anglais#L1108476341
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Data silos are the silent killers of business efficiency
Data silos are a common problem for organizations, as they can create barriers to data accessibility, data integrity, and data management. Data silos occur when different departments or teams within an organization have their databases or systems for storing data, and there is no central repository for all of the data. This can make it […]
https://dataconomy.com/2022/12/23/what-are-data-silos/
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EU probes TikTok's data practices with multiple investigations
TikTok data practices on EU citizens and ads catering to kids are under investigation by the European Union. Allegations include that the social media giant sent European users’ data to China. Following the US, the EU started investigating TikTok’s data practices and its compliance with General Data Protection Regulation (GDPR) requirements.  US politicians have strong data […]
https://dataconomy.com/2022/11/23/tiktok-data-practices-under-investigation/
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La gestion des données structurées est à l'origine de la majorité des dépenses en systèmes de calcul et de stockage d'entreprise au cours du premier semestre 2022, selon IDC
La gestion des données structurées est à l'origine de la majorité des dépenses en systèmes de calcul et de stockage d'entreprise au cours du premier semestre 2022, selon IDCLa charge de travail qui a engendré la majeure partie des dépenses d'infrastructure informatique des entreprises au cours du premier semestre 2022 (1H22) est la gestion des données structurées, selon le Worldwide Semiannual Enterprise Infrastructure Tracker d'International Data Corporation (IDC) : Workloads. Les entreprises ont...
https://sgbd.developpez.com/actu/338503/La-gestion-des-donnees-structurees-est-a-l-origine-de-la-majorite-des-depenses-en-systemes-de-calcul-et-de-stockage-d-entreprise-au-cours-du-premier-semestre-2022-selon-IDC/
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AI and big data are the driving forces behind Industry 4.0
It’s key to understanding the roles of big data and artificial intelligence in our data-driven world. Before anyone knew big data existed, it had already taken over the globe. Big data had amassed an enormous amount of stored information by the time the term was coined. If properly examined, it might provide insightful knowledge about […]
https://dataconomy.com/2022/11/07/big-data-and-artificial-intelligence/
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Le Tech Show Paris aura lieu les 16 et 17 novembre 2022, les inscriptions sont gratuites pour l'évènement dédié aux professionnels de la Tech en France
Le Tech Show Paris aura lieu les 16 et 17 novembre 2022 Les inscriptions sont gratuites pour l'événement dédié aux professionnels de la Tech en FranceLe Tech Show Paris aura lieu les 16 et 17 novembre 2022. Il s'agit d'un événement qui réunit les leadeurs et décideurs de la Tech en France, autour de conférences animées par des experts de l'industrie.Cloud, DevOps, cybersécurité, Big data, IA, etc. Toutes ces technologies s'imbriquent et se complètent. C'est pourquoi le Tech Show Paris regroupe...
https://www.developpez.com/actu/337969/Le-Tech-Show-Paris-aura-lieu-les-16-et-17-novembre-2022-les-inscriptions-sont-gratuites-pour-l-evenement-dedie-aux-professionnels-de-la-Tech-en-France/
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Journées Québec France : plus de 100 entreprises à la recherche de talents dans le secteur IT vous donnent rendez-vous les 10 et 11 décembre 2022 à Paris
Journées Québec France : plus de 100 entreprises à la recherche de talents dans le secteur IT vous donnent rendez-vous les 10 et 11 décembre 2022 à ParisAprès presque trois années marquées par la pandémie, plus d'une centaine d'entreprises québécoises seront de retour à Paris, le 10 et 11 décembre, pour rencontrer des candidates et candidats voulant relever de nouveaux défis professionnels outre-Atlantique.Depuis la signature de l'Entente Québec-France sur la reconnaissance des qualifications professionnelles...
https://emploi.developpez.com/actu/337762/Journees-Quebec-France-plus-de-100-entreprises-a-la-recherche-de-talents-dans-le-secteur-IT-vous-donnent-rendez-vous-les-10-et-11-decembre-2022-a-Paris/
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The insurance of insurers
What is the impact of artificial intelligence in insurance? Well, there are a lot of use cases for artificial intelligence in everyday life, but what about AI in insurance? The effects of artificial intelligence in business heavily include insurance. Are you scared of AI jargon? We have already created a detailed AI glossary for the most commonly used artificial intelligence terms and […]
https://dataconomy.com/2022/09/22/artificial-intelligence-in-insurance/
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Enterprises, caution your “data in motion”
The phrase “data in motion” refers to data traveling from one location to another. Many different kinds of networks can be utilized for data transportation in this way. Data in motion must be protected in order to increase the security of a network because a network often consists of several nodes with numerous clients interconnected […]
https://dataconomy.com/2022/09/14/data-in-motion-encryption-security-states/
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Business processes need data management for their continuous improvement
Data management enables a business process to be more efficient. The majority of contemporary organizations are aware of the value of data. This frequently means depending on the reports produced by the third-party software platforms they use daily for small firms. It is important to combine this data into a single, standardized source at some […]
https://dataconomy.com/2022/09/05/business-process-data-management/
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Machine learning makes life easier for data scientists
The much-awaited comparison is finally here: machine learning vs data science. The terms “data science” and “machine learning” are among the most popular terms in the industry in the twenty-first century. These two methods are being used by everyone, from first-year computer science students to large organizations like Netflix and Amazon. The fields of data […]
https://dataconomy.com/2022/08/05/machine-learning-vs-data-science/
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The data governance framework is an indispensable compass of the digital age
To achieve business results, all businesses must establish a data governance framework that ensures that data is treated similarly across the organization. Without effective data governance, tracking when and from where erroneous data enters your systems and who is utilizing it is impossible. Is it hard to follow your company’s strategic, tactical, and operational duties and […]
https://dataconomy.com/2022/08/04/data-governance-framework/
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Everything you should know about big data services
Many businesses are not aware of the potential benefits of big data services. Despite the hype, they either aren’t aware they have a big data issue or don’t view it that way. Big data technologies are generally advantageous for an organization when data volume, variety, and velocity suddenly grow and the firm’s current databases and applications […]
https://dataconomy.com/2022/07/26/big-data-services/
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The ABC's of data transformation
For the greatest outcomes in data transformation, information analysis needs structured and easily accessible data. Organizations can change the format and structure of raw data through data transformation as needed. Your company has countless opportunities to improve decisions and actions because of the ever-growing amount of data. But how can you make what you already […]
https://dataconomy.com/2022/07/14/data-transformation-definition-examples/
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NeurIPS : remporter le défi de recherche du plus proche voisin approximatif à grande échelle, un livre blanc d'Intel proposé gratuitement par Comsoft
NeurIPS : Remporter le défi de recherche du plus proche voisin approximatif à grande échelle Un livre blanc d'Intel proposé gratuitement par ComsoftLibérer les processeurs Intel® Xeon® avec la technologie Intel® Optane™ pour améliorer considérablement les performances de recherche.Dans cet article, nous décrivons une solution qui fait progresser ces dimensions en tirant parti des capacités de calcul d'Intel® Xeon® processeurs et mémoire Intel® Optane™ Pour mettre en valeur ces avancées, Intel a...
https://solutions-entreprise.developpez.com/actu/334965/NeurIPS-remporter-le-defi-de-recherche-du-plus-proche-voisin-approximatif-a-grande-echelle-un-livre-blanc-d-Intel-propose-gratuitement-par-Comsoft/
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IBM acquires Databand to boost data observability
On Wednesday, IBM added the data observability company Databand to its data fabric platform. The deal’s financial details weren’t made public. In order to develop its data observability technology, Tel Aviv, Israel-based Databand, founded in 2018, had raised .5 million in funding. This technology gives organizations visibility and monitoring for data pipelines that can be […]
https://dataconomy.com/2022/07/13/ibm-databand-data-observability/
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XDR : Avancer plus vite que la menace
Suite à leur fusion en fin d'année 2021, McAfee Entreprise et FireEye ont annoncé courant janvier la naissance de Trellix, une toute nouvelle entreprise mondiale qui vient redéfinir l'avenir de la cybersécurité via sa plateforme XDR (Extended Detection & Reponse) ouverte et native. Celle-ci permet notamment de venir en aide à toute entreprise faisant face aux récentes menaces les plus avancées et à renforcer leur confiance dans la protection et la résilience de leurs opérations. The post XDR : Avancer plus vite que la menace first appeared on UnderNews.
https://www.undernews.fr/malwares-virus-antivirus/xdr-avancer-plus-vite-que-la-menace.html
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95 % des décideurs d'entreprise déclarent que la mise en place de stratégies pour optimiser la gestion de la donnée est essentielle pour améliorer les performances de leur société, selon Cloudera
95 % des décideurs d'entreprise déclarent que la mise en place de stratégies pour optimiser la gestion de la donnée est essentielle pour améliorer les performances de leur société, selon une étude de ClouderaCloudera, le spécialiste du data cloud pour les entreprises, a annoncé les résultats d'une étude mondiale conduite en association avec le cabinet d'études de marché technologique Vanson Bourne. Le rapport examine la corrélation entre la maturité de la stratégie de gestion des données des entreprises...
https://data-science.developpez.com/actu/329163/95-pourcent-des-decideurs-d-entreprise-declarent-que-la-mise-en-place-de-strategies-pour-optimiser-la-gestion-de-la-donnee-est-essentielle-pour-ameliorer-les-performances-de-leur-societe-selon-Cloudera/
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95 % des entreprises ont une stratégie en matière de données, mais seules 29 % d'entre elles affirment que cette stratégie est claire et largement comprise, selon une étude de Mango Solutions
95 % des entreprises ont une stratégie en matière de données, mais seules 29 % d'entre elles affirment que cette stratégie est claire et largement comprise, selon une étude de Mango SolutionsUne étude du cabinet de conseil en science des données Mango Solutions montre que si 95 % des entreprises interrogées ont une stratégie en matière de données, moins d'un tiers d'entre elles (29 %) affirment que cette stratégie est claire et largement comprise.L'enquête, menée auprès de plus de 100 professionnels...
https://data-science.developpez.com/actu/328052/95-pourcent-des-entreprises-ont-une-strategie-en-matiere-de-donnees-mais-seules-29-pourcent-d-entre-elles-affirment-que-cette-strategie-est-claire-et-largement-comprise-selon-une-etude-de-Mango-Solutions/
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Les dépenses mondiales en matière de big data et d'analyse d'entreprise atteindront 274 milliards de dollars en 2022, soit une hausse de 27 % en un an, d'après Statista et IDC
Les dépenses mondiales en matière de big data et d'analyse d'entreprise atteindront 274 milliards de dollars en 2022, soit une hausse de 27 % en un an, d'après Statista et IDCL'augmentation du trafic de données mobiles et de cloud computing et le développement rapide de technologies telles que l'intelligence artificielle et l'Internet des objets ont considérablement augmenté le volume et la complexité des ensembles de données, ce qui a stimulé la croissance du marché du big data et de l'analyse...
https://big-data.developpez.com/actu/318650/Les-depenses-mondiales-en-matiere-de-big-data-et-d-analyse-d-entreprise-atteindront-274-milliards-de-dollars-en-2022-soit-une-hausse-de-27-pourcent-en-un-an-d-apres-Statista-et-IDC/
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Les dépenses mondiales en solutions de big data et d'analyses (BDA) devraient augmenter de 10,1 %, et connaître un taux de croissance annuel composé (TCAC) de 12,8 % entre 2021 et 2025, selon IDC
Les dépenses mondiales en solutions de big data et d'analyses (BDA) devraient augmenter de 10,1 %, et connaître un taux de croissance annuel composé (TCAC) de 12,8 % entre 2021 et 2025, selon IDCLes dépenses mondiales en solutions de big data et de business analytics (BDA) devraient atteindre 215,7 milliards de dollars cette année, soit une augmentation de 10,1 % par rapport à 2020, selon une nouvelle mise à jour du Worldwide Big Data and Analytics Spending Guide d'International Data...
https://big-data.developpez.com/actu/317737/Les-depenses-mondiales-en-solutions-de-big-data-et-d-analyses-BDA-devraient-augmenter-de-10-1-pourcent-et-connaitre-un-taux-de-croissance-annuel-compose-TCAC-de-12-8-pourcent-entre-2021-et-2025-selon-IDC/
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Détection des Chevaux de Troie à l'aide du machine learning
Dans notre société moderne, des milliards d'appareils électroniques sont utilisés chaque jour. Une tendance accentuée par la démultiplication de l'Internet des objets (IoT). The post Détection des Chevaux de Troie à l'aide du machine learning first appeared on UnderNews.
https://www.undernews.fr/malwares-virus-antivirus/detection-des-chevaux-de-troie-a-laide-du-machine-learning.html
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La NSA attribue un contrat secret de 10 milliards de dollars à Amazon sur le cloud computing pour moderniser son principal référentiel de données, Microsoft a déjà entamé une procédure de contestation
La NSA attribue un contrat secret de 10 milliards de dollars à Amazon sur le cloud computing, Microsoft a déjà entamé une procédure de contestation La National Security Agency a attribué un contrat secret de cloud computing de 10 milliards de dollars à Amazon Web Services. Le contrat est déjà contesté. La grande enseigne technologique Microsoft a déposé une plainte le 21 juillet auprès du Government Accountability Office, deux semaines après avoir été informé par la NSA qu'elle avait sélectionné...
https://www.developpez.com/actu/317556/La-NSA-attribue-un-contrat-secret-de-10-milliards-de-dollars-a-Amazon-sur-le-cloud-computing-pour-moderniser-son-principal-referentiel-de-donnees-Microsoft-a-deja-entame-une-procedure-de-contestation/
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Qu'est-ce qu'un système de détection d'intrusion de nouvelle génération ?
Tout ce qui est qualifié de « nouvelle génération » (NG) implique l'existence d'un aspect important qui avait besoin d'être amélioré. L'IDS (Intrusion Detection Systems), conçu comme une source fiable pour le réseau, répond à ce critère. The post Qu'est-ce qu'un système de détection d'intrusion de nouvelle génération ? first appeared on UnderNews.
https://www.undernews.fr/reseau-securite/quest-ce-quun-systeme-de-detection-dintrusion-de-nouvelle-generation.html
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Quel role peut avoir l'Intelligence Artificielle dans la course contre la cybercriminalite ?
Les cybercriminels et les professionnels de la cybersécurité sont pris dans un jeu perpétuel de surenchère lorsqu'il s'agit de développer et de déployer des outils pour défendre ou exploiter les ressources numériques. La dernière tendance dans cette course actuelle aux cyberarmes est l'utilisation de l'automatisation, de l'apprentissage automatique (Machine Learning) et, en fin de compte, de l'intelligence artificielle (IA). The post Quel role peut avoir l'Intelligence Artificielle dans la course contre la cybercriminalite ? first appeared on UnderNews.
https://www.undernews.fr/reseau-securite/quel-role-peut-avoir-lintelligence-artificielle-dans-la-course-contre-la-cybercriminalite.html
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Comment le Machine Learning peut permettre de lutter contre la fraude ?
Depuis quelques années, l'Intelligence Artificielle (IA) et le Machine Learning (ML) occupent le devant de la scène, de nombreuses entreprises y ayant recours pour développer leurs solutions et/ou services. Si l'IA est un concept global, le Machine Learning est une technologie qui permet aux machines d'accéder aux données afin qu'elles puissent apprendre, prédire et classer les informations. The post Comment le Machine Learning peut permettre de lutter contre la fraude ? first appeared on UnderNews.
https://www.undernews.fr/reseau-securite/comment-le-machine-learning-peut-permettre-de-lutter-contre-la-fraude.html
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Comment devancer les menaces internes avec l'analyse comportementale (UEBA)
Trouver les malfaiteurs qui ont fait un détournement de données est une tâche particulièrement difficile, surtout s'il fait suite au piratage d'un compte d'un employé ou à un comportement malveillant. C'est à cela que sert l'analyse comportementale (UEBA – « Analyse du comportement des entités et des utilisateurs) Lorsque Martin Tripp – employé chez Tesla – […] The post Comment devancer les menaces internes avec l'analyse comportementale (UEBA) first appeared on UnderNews.
https://www.undernews.fr/reseau-securite/comment-devancer-les-menaces-internes-avec-lanalyse-comportementale-ueba.html
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Voitures autonomes : Pourra-t-on un jour leur faire confiance ?
Lorsque les enseignants du primaire interrogent leurs élèves sur leurs ambitions futures, le métier de pilote d'avion arrive toujours en premier aux côtés de pompier ou de président. The post Voitures autonomes : Pourra-t-on un jour leur faire confiance ? first appeared on UnderNews.
https://www.undernews.fr/culture-web-emploi/voitures-autonomes-pourra-t-on-un-jour-leur-faire-confiance.html
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Revolut observe une réduction de 35% des fraudes à la carte bancaire
Revolut observe une réduction de 35% des fraudes à la carte bancaire depuis le lancement des cartes bancaires virtuelles éphémères, et lance une technologie de machine learning pour la conformité. The post Revolut observe une réduction de 35% des fraudes à la carte bancaire first appeared on UnderNews.
https://www.undernews.fr/banque-cartes-bancaires/revolut-observe-une-reduction-de-35-des-fraudes-a-la-carte-bancaire.html
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La technologie peut-elle nous préserver des violations de données ?
Si la science des données ou Data Science, le Machine Learning et l'Intelligence Artificielle peuvent dans une certaine mesure nous préserver des violations de données, seul un retour aux principes fondamentaux de la sécurité informatique assure véritablement la sécurité d'un système. Tribune par Vincent Dely, Solutions Architect EMEA de Digital Guardian – Dans quelques mois, […] The post La technologie peut-elle nous préserver des violations de données ? first appeared on UnderNews.
https://www.undernews.fr/reseau-securite/la-technologie-peut-elle-nous-preserver-des-violations-de-donnees%e2%80%89.html
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Intelligence Artificielle, Machine Learning : Quelles perspectives pour 2018 ?
Les buzzwords Intelligence Artificielle (IA) et Machine Learning (ML), sont présentés comme des réponses miracle à nos problèmes de sécurité. Ces outils, peuvent-ils, à eux-seuls, solutionner la majorité des cyber-risques rencontrés ?  The post Intelligence Artificielle, Machine Learning : Quelles perspectives pour 2018 ? first appeared on UnderNews.
https://www.undernews.fr/reseau-securite/intelligence-artificielle-machine-learning-quelles-perspectives-pour-2018.html
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Ransomware, attaques sans fichier, Machine Learning… les cybercriminels passeront à la vitesse supérieure
Prévisions 2018 des Bitdefender Labs : Ransomware, attaques sans fichier, Machine learning, … les cybercriminels passeront à la vitesse supérieure. The post Ransomware, attaques sans fichier, Machine Learning… les cybercriminels passeront à la vitesse supérieure first appeared on UnderNews.
https://www.undernews.fr/hacking-hacktivisme/ransomware-attaques-sans-fichier-machine-learning-les-cybercriminels-passeront-a-la-vitesse-superieure.html
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Barracuda – Une solution d'Intelligence Artificielle une protection en temps réel contre les attaques de Spear Phishing et de cyber-fraude
Barracuda Sentinel protège les utilisateurs, les entreprises et les marques contre les attaques de "spear phishing", sans aucun impact sur la performance du réseau. The post Barracuda – Une solution d'Intelligence Artificielle une protection en temps réel contre les attaques de Spear Phishing et de cyber-fraude first appeared on UnderNews.
https://www.undernews.fr/reseau-securite/barracuda-solution-intelligence-artificielle-protection-temps-reel-contre-attaques-spear-phishing-cyber-fraude.html
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Snapdragon 820 : Technologie « Zeroth » pour éradiquer les malwares
Une prochaine révolution de la sécurité et la lutte anti-malwares chez Qualcomm ? Le constructeur indique que son prochain modèle phare, le Snapdragon 820, sera doté d'une technologie d'intelligence artificielle possédant une capacité d'apprentissage automatique afin de détecter les comportements malveillants et de les bloquer. The post Snapdragon 820 : Technologie « Zeroth » pour éradiquer les malwares first appeared on UnderNews.
https://www.undernews.fr/malwares-virus-antivirus/snapdragon-820-technologie-zeroth-pour-eradiquer-les-malwares.html
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