[461-page PDF eBook] Physics-based Deep Learning: http://
arxiv.org/abs/2109.05237
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Learn more at: http://
physicsbaseddeeplearning.org/intro.html ——————
#AI #MachineLearning #ML #DataScience #NeuralNetworks #Algorithms #Mathematics #DataScientist
EDUCATION
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Physics-based Deep Learning eBook PDF announcement
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Machine Learning Refined book with 100 Python coding exercises
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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 -
Super Study Guide for Transformers and Large Language Models
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Super Study Guide: Transformers & Large Language Models: http://
amzn.to/3SW6YYm by @afshinea & @shervinea Beautifully presented, excellent content, timely, thorough, educational #LLMs #MachineLearning #AI #GenAI #DataScience #DataScientist #GenerativeAI -
AI use cases: info search, work, emotional support, companionship
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Two biggest AI use cases are info search (42%) and work tasks (38%). "For emotional support and advice" is at 10%. "For companionship" is only at 4%. I think we forget how a curious, kind, personalized tutor actually provides empathy, support, and validation aka I deeply
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Free MIT guide to key concepts of computer vision
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A free MIT guide to key concepts of computer vision: https://bit.ly/43Tn1vW
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LLM Engineering Projects Roadmap 2026 Edition
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The Ultimate Step-By-Step LLM Engineering Projects Roadmap (2026 Edition) – Build a tokenizer
– Learn embeddings
– Implement RoPE / ALiBi
– Hand-wire attention
– Build MHA
– Build a Transformer block
– Train a mini-former
– Compare objectives
– Build sampling
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Don’t let AI think for you, exercise your brain
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El cerebro es un músculo que debes ejercitar, por eso cuando dejas que la IA piense por ti se atrofia.
— Juan Merodio (@juanmerodio) 22 juin 2026
No permitas que la ia lo haga todo por ti o lo que hoy parece comodidad muy pronto se convertirá en un problema. pic.twitter.com/24EviKkSL5The brain is a muscle that you must exercise, so when you let AI think for you it atrophies. Do not allow AI to do everything for you, or what today seems like convenience will soon become a problem.
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Educational purposes excuse still bypasses AI guardrails
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funny how “don t worry it's for educational purposes” still works against most AI guardrails
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541-page Deep Learning PDF eBook and 68 Python Coding Exercises
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Understanding Deep Learning — 541-page PDF eBook and 68 coding exercises with Python code notebooks that cover all the topics in the book: http://
udlbook.github.io/udlbook/ …or buy the book here: http://
amzn.to/4qwof9k -
AI finds errors and updates grad school paper with new data
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The interaction between AI & past scholarly work is going to get weird. Here I gave GPT-5.5 Pro a copy of my first published paper from grad school & asked it to find errors and update it. It found new data, analyzed it, created reproducible files, extended the key argument…