Machine Learning Systems — The Principles & Practices of Engineering Artificially Intelligent Systems: http://
mlsysbook.ai by @profvjreddi [Updated 2020-page PDF] “Open-source textbook on how to design and implement AI systems effectively”
————
#ML #MLOps #DataScience
AI
-
Machine Learning Systems: Engineering Principles and Practices Guide
By
–
-
Bayesian Data Analysis and Probabilistic Modeling Guide
By
–
Bayesian Data Analysis [download 677-page PDF Statistics eBook] at http://
sites.stat.columbia.edu/gelman/book/
+
Do it in Pythonusing this Practical Guide to Probabilistic Modeling: http://
amzn.to/3w3tq9g —————
#DataScience #DataScientist #MachineLearning #ML #Inference #StatisticalLearning -
Anthropic Labs Ships MCP, Skills, Claude Desktop and Code
By
–
Little known fact, the Anthropic Labs team (the team I joined Anthropic to be on) shipped:
— Boris Cherny (@bcherny) 24 mars 2026
– MCP
– Skills
– Claude Desktop app
– Claude Code
It was just a few of us, shipping fast, trying to keep pace with what the model was capable of.
Those early Desktop computer use… https://t.co/BibyJkJZgzLittle known fact, the Anthropic Labs team (the team I joined Anthropic to be on) shipped: – MCP
– Skills
– Claude Desktop app
– Claude Code It was just a few of us, shipping fast, trying to keep pace with what the model was capable of. Those early Desktop computer use -
Causal Inference Course and Pearl’s Statistics Primer
By
–
A First Course in Causal Inference: http://
arxiv.org/abs/2305.18793 [490-page PDF download] + Also see the book "Causal Inference in Statistics: A Primer" at http://
amzn.to/3Mrm2wO by @yudapearl #Probability #Mathematics #DataScience #ML #MachineLearning #DataScientist #DataAnalysis -
Game Theory Fundamentals: Essential Mathematics for AI Systems
By
–
[Download 585-page PDF eBook] Game Theory: https://
arxiv.org/abs/1512.06808
—————
#GameTheory #Gamification #Mathematics #Statistics #Probability -
AI Coding Agents Disrupt iPhone Dominance with One-Shot Apps
By
–
AI coding agents can now deliver one-shot custom apps straight to your phone. It’s the beginning of the end for the iPhone’s dominance.
-
Mathematical Theory of Deep Learning: Updated PDF Guide
By
–
Mathematical Theory of Deep Learning [download 333-page PDF]: http://
arxiv.org/abs/2407.18384 *UPDATED*
+ +
See also this book: http://
amzn.to/3BqaW5e
—————
#AI #DataScience #ML #MachineLearning #DataScientist #Mathematics #Algorithms -
Free PDF Textbook on Machine Learning Foundations and Algorithms
By
–
Download 674-page PDF >> Introduction to Machine Learning (textbook on foundations, algorithms, and techniques): http://
arxiv.org/abs/2409.02668
————
#MachineLearning #ML #AI #Mathematics #DataScience #DataScientist -
Free PDF eBook on Data Science Theories Models and Algorithms
By
–
Download 462-page PDF eBook… Data Science Theories, Models, Algorithms, and Analytics: https://
srdas.github.io/Papers/DSA_Boo
k.pdf
… ——————
#AI #MachineLearning #ML #DataScientist #Mathematics #Statistics #DataScience -
High-Dimensional Probability Introduction with Data Science Applications
By
–
“High-Dimensional Probability — An Introduction with Applications in #DataScience”, by Roman Vershynin UPDATED 341-page PDF 2nd Edition here: https://
math.uci.edu/~rvershyn/pape
rs/HDP-book/HDP-2.pdf
…
+
Author's website: https://
math.uci.edu/~rvershyn/pape
rs/papers.html
…
————
#Statistics #Optimization #MachineLearning #Mathematics