I found this ebook written by the original textbook author "Python for Computational Science". With several reviews ranged 4 to 5 out of 5 stars, I assume the printed book must be good. But I found this PDF, not sure whether it's the same book, or the previous editions. Some book authors have a good practice sharing their own PDF to be read by the public.
Here goes
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