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Source channel @githubtrending · Post #14869 · Jun 26

#html#data_science#education#machine_learning#machine_learning_algorithms#machinelearning#machinelearning_python#microsoft_for_beginners#ml#python#r#scikit_learn#scikit_learn_python Microsoft’s "Machine Learning for Beginners" is a free, 12-week course with 26 lessons designed to teach classic machine learning using Python and Scikit-learn. It includes quizzes, projects, and assignments to help you learn by doing, with lessons themed around global cultures to keep it engaging. You can access solutions, videos, and even R language versions. The course is beginner-friendly, flexible, and helps build practical skills step-by-step, making it easier to understand and apply machine learning concepts in real-world scenarios. This structured approach boosts your learning retention and prepares you for further study or career growth in ML[1][5]. https://github.com/microsoft/ML-For-Beginners

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AI & Law

@ai_and_law · Post #623 · 07/29/2025, 07:04 AM

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🇫🇷CNIL Issued GDPR Guidance for AI Development France’s data protection authority, CNIL, has published its finalized recommendations on applying the GDPR to AI systems. The guidance addresses core compliance areas: lawful training data practices, security obligations, and data annotation protocols. It provides clarity for AI developers navigating GDPR requirements at every stage of system design. This move aligns with CNIL’s 2025–2028 strategic plan, which prioritizes sector-specific AI guidance. The message is clear: AI development in the EU must embed data protection by design—and regulators are now setting detailed expectations to ensure it happens. #AI#GDPR#CNIL

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AI & Law

@ai_and_law · Post #607 · 07/04/2025, 07:04 AM

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🇫🇷France Launches PANAME: Building Tools to Audit AI Privacy France's CNIL has announced PANAME (Privacy Auditing of AI Models) — a new joint initiative with national digital regulators and research institutions to develop auditing tools for AI systems trained on personal data. The project aims to evaluate how well these models safeguard privacy and to publish a catalog of auditing instruments, with an emphasis on open-source accessibility. By leading the development of concrete, testable tools for privacy risk assessment in AI, CNIL positions Europe to move beyond principles into enforcement. PANAME is not just a technical step — it’s a governance strategy that seeks to embed accountability directly into AI infrastructure. #AICompliance#CNIL#AIRegulation#DataProtection

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AI & Law

@ai_and_law · Post #139 · 10/16/2023, 07:04 AM

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France's CNIL Releases Initial Opinions on AI and GDPR Compliance Hello, everyone! France's data protection authority, the Commission nationale de l'informatique et des libertés (CNIL), has unveiled its initial perspectives on ensuring that artificial intelligence (AI) deployments adhere to the European Union's General Data Protection Regulation (GDPR). In its assessment, the CNIL recognizes the GDPR's role in providing an "innovative and protective framework" for AI. Moreover, the CNIL emphasizes how specific GDPR principles can be applied across a spectrum of AI technologies. #AI#GDPR#CNIL#DataProtection#Compliance

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