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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
.pdf Format Books for Machine and Deep Learning
| Date | Stars |
|---|---|
| 2026-07-31 | 291 |
| 2026-08-02 | 291 |
| 2026-08-06 | 291 |
Today
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growth rate 0.00%/day
# The Science behind Machine and Deep learning
## Please support the writer
- Numerical Algorithms by Justin Solomon : [Support](https://www.amazon.com/Numerical-Algorithms-Computer-Learning-Graphics/dp/1482251884/)
- Understanding Machine Learning: From Theory to Algorithms by Shai Shalev-Shwartz and Shai Ben-David : [Support](https://www.amazon.com/Understanding-Machine-Learning-Theory-Algorithms/dp/1107057132)
- Deep Learning (Adaptive Computation and Machine Learning series) by Ian Goodfellow : [Support](https://www.amazon.com/Deep-Learning-Adaptive-Computation-Machine/dp/0262035618)
## Online resources Machine Learning
- A Few Useful Things to Know about Machine Learning BY Pedro Domingos :
- [Link Resource](https://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf) or [N/A?](https://github.com/ec2ainun/PDF/blob/master/a-few-useful-things-to-know-about-machine-learning%20BY%20Pedro%20Domingos.pdf)
- Introduction to Machine Learning BY Alex Smola and S.V.N. Vishwanathan :
- [Link Resource](http://alex.smola.org/drafts/thebook.pdf) or [N/A?](https://github.com/ec2ainun/PDF/blob/master/introduction-to-machine-learning%20BY%20Alex%20Smola%20and%20S.V.N.%20Vishwanathan.pdf)
- Introduction to Machine Learning BY Nils J. Nilsson :
- [Link Resource](http://robotics.stanford.edu/~nilsson/MLBOOK.pdf) or [N/A?](https://github.com/ec2ainun/PDF/blob/master/introduction-to-machine-learning%20BY%20Nils%20J.%20Nilsson.pdf)
- Machine Learning Tutorial BY Wei-Lun Chao :
- [Link Resource](http://disp.ee.ntu.edu.tw/~pujols/Machine%20Learning%20Tutorial.pdf) or [N/A?](https://github.com/ec2ainun/PDF/blob/master/machine-learning-tutorial%20BY%20Wei-Lun%20Chao.pdf)
- Numerical Algorithms BY Justin Solomon :
- [Link Resource](https://people.csail.mit.edu/jsolomon/share/book/numerical_book.pdf) or [N/A?](https://github.com/ec2ainun/PDF/blob/master/numerical-algorithms%20BY%20Justin%20Solomon.pdf)
- Understanding Machine Learning Theory Algorithms BY Shai Shalev-Shwartz and Shai Ben-David :
- [Link Resource](http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf) or [N/A?](https://github.com/ec2ainun/PDF/blob/master/understanding-machine-learning-theory-algorithms%20BY%20Shai%20Shalev-Shwartz%20and%20Shai%20Ben-David.pdf)
## Online resources Deep Learning
- Deep Learning Adaptive Computation and Machine Learning Series BY Ian Goodfellow :
- [Link Resource](https://github.com/HFTrader/DeepLearningBook) or [N/A?](https://github.com/ec2ainun/PDF/blob/master/deep-learning-adaptive-computation-and-machine-learning-series%20BY%20Ian%20Goodfellow.pdf)
## Stargazers over time
[](https://starcharts.herokuapp.com/ec2ainun/books-ML-and-DL)
Excerpt of 2,828 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:ddd6c72cb7128ffb, llm:description: ".pdf Format Books for Machine and Deep Learning"; topics: book, books, deep-learning, machine-learning, machine-learning-algorithms, online-learning; README lists ML/DL book PDFs and online resources.