Free ML, Web Development, Data, Computer Science Books for All

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Because education should be free…( download today!!)
Who does not like great free books?

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Very nice. Even some titles in German, that I bought here in Germany.
Joe

Post-Edit: I must add, this is an incredible list of great sources. Thanks a lot!

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I agree and must add that since I started buying books on the topics of Neuroscience back in the 80s till this day, I must have spent between $3,000 to $4,000 dollars just for books in the fields of Neuroscience, AI, ML and DL. But it is also very much appreciated to get a few more in special niches that I would normally not have the time and money to afford. Once you have them in digital form, you can take them with you and either skim them for specifics or enjoy them while filling up the time gaps. I have a lot of respect for the value of all these great works.

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Matters Computational with source code:
https://www.jjj.de/fxt/
While not exactly a machine learning book it is full of short-cut weighted sum algorithms you can use to construct neural networks. As well as many other computational bits and pieces.

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Definitely, there are some excellent free resources of books where we can learn machine learning, web development, data science and computer science. In your leisure time you can read these books; it will help you to gain knowledge, and you can utilise your time by learning new things. Here below are some excellent free resources; maybe this will help:

For machine learning and data science, you can read these books:

1. An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.

2. Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville

3. Python Data Science Handbook by Jake VanderPlas.

4. Hand-on machine Learning with Scikit-Learn, Keras and TensorFlow.

5. Mathematics for Machine Learning by Marc Peter Deisenroth, A. Aldo Faisal and Cheng Soon Ong.

6. Data Science from Scratch by Joel Grus.

7. Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig.

For web development, you can read these books:

1. Eloquent JavaScript by Marjin Haverbeke

2. HTML and CSS: Design and build Website by Jon Duckett

3. You don’t know JS by Kyle Simpson

For computer science, you can read these books:

1. Structure and Interpretation of Computer Programs by Harold Abelson and Gerald Jay Sussman.

2. Automate the boring stuff with Python by Al Sweigart

3. Think Python by Allen B. Downey.

I hope it helps.

Mamta Bankoti