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by staplung 38 days ago
Allen Downey (author of the above) has a number of books on computer science-y things. You can buy hardcopies but I think all of them are also just freely available.

Here's a few:

Think Complexity

https://github.com/AllenDowney/ThinkComplexity2

Think DSP

https://github.com/AllenDowney/ThinkDSP

Think Stats

https://github.com/AllenDowney/ThinkStats/

Think Bayes

https://github.com/AllenDowney/ThinkBayes2/

4 comments

BTW, if Allen Downey is reads this, I just want to send some love. I saw the beginning of the Internet. Everybody was full of dreams of the free flow of information and shareable knowledge, which greatest representation was executable code. Now, when we are surrounded by walled gardens and evil billionaires, Allen is always sharing his knowledge for all the world. Thank you.
Seconded, not only is Downey quite generous, his books are every bit as good, if not better, than expensive counterparts. Think Stats bailed my ass out of failing a stats class because it was so much clearer than the assigned book.
Also:

- Think Python

- Think Data Structures

- Think Java

- Think Perl6 (!)

- Modeling and Simulation in Python

- Probably Overthinking It

And more [1]. He's a prolific writer, and very generous for offering many of them for free. I read several of them online or through O'Reilly, and bought printed copies just to appreciate his work. Really enjoyed Think DSP, Think Complexity, Think Bayes, etc.

[1] https://www.amazon.com/stores/Allen-Downey/author/B001O8NBPS

I love his blog too! Probably overthinking it.
You missed How to Think Like a Computer Scientist.

Many places on the web. Runestone is probably the most useful like but I’ll leave my favorite classic one below.

http://www.openbookproject.net/thinkcs/python/english3e/

Here's a newer version (2023 vs 2012).

I'm pretty sure there are also some forks where people adapted the book to other languages than Java or Python.

https://allendowney.github.io/ThinkPython/