Supercomputing for AI — Foundations, Architectures, and Scaling Deep Learning. [804-page masterpiece] Get it: https://
amzn.to/4qS4pFz Git it: https://
github.com/jorditorresBCN
/supercomputing-for-ai
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EDUCATION
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Supercomputing for AI: foundations, architectures, scaling deep learning
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Machine Learning Refined: Foundations, Algorithms, Applications with Python
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Machine Learning Refined — Foundations, Algorithms, and Applications (with 100 in-depth coding exercises in Python): http://
amzn.to/3EblXVx
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#DataScience #ML #AI #Mathematics #DataScientist -
AI Math Foundations: Hands-on Python Book
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Basic Mathematical Foundations of AI — Hands on with Python: http://
amzn.to/4c0w6pz -
Master Supervised Learning Concepts with “Machine Learning Foundations, Volume 1”
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"Machine Learning Foundations, Volume 1: Supervised Learning" – available at http://
amzn.to/4syhPal Benefits: Master the key concepts of supervised machine learning, including model capacity, the bias-variance tradeoff, generalization, and optimization techniques Implement -
AI-Enabled National Learning Operating System on Digital Public Infrastructure
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An AI-enabled National Learning Operating System built on Digital Public Infrastructure could fundamentally reshape how learning is delivered across languages, geographies, and abilities. From personalized learning journeys to AI-assisted teaching and interoperable education
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AI Math Tutors Will Soon Match Field Medalist Expertise
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This might actually be the best time to get into math. Soon enough everyone will have a field medalist level math *tutor* at their disposal.
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Stanford’s 9-part AI series: The gold standard for core fundamentals, starting with Transformers.
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Forget the noise. If you want a solid foundation in AI, this 9-part @Stanford series is still one the gold standards. Just the core fundamentals explained by the people who teach this for a living. Lecture 1 – Transformer:
→ https://
youtube.com/watch?v=Q86qzJ
1K1Ss
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IndiaAI Expands AI Education Access with FutureSkills Initiative
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You shouldn't need to be in a metro to learn AI. IndiaAI's FutureSkills pillar is making sure of that. 570 labs being set up in ITIs and Polytechnics across India's smaller cities. 8 million+ already enrolled in free AI courses. 505 students getting fellowship support for
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Complete guide to understanding LLMs from first principles free online
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INCREDIBLE The MOST COMPLETE GUIDE for understanding LLMs from first principles is now available online to read for free Covers the model mechanics – Tokens / tokenizers
– Transformers
– Attention
– KV cache
– Prefill vs decode
– Decoding controls
– Model packages
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AI struggles to generate novel research questions
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In science, AI still does a poor job at finding interesting questions to solve in fields that don't have lists of known issues This has always been the hardest thing to teach PhDs: otherwise you find small problems or problems that don't advance the field or don't generalize etc