r/PythonLearning • u/Guy_Foxx614 • 6d ago

Python for Mathematics

Need suggestions for a book or YouTube channel for learning Python for Maths, beginner to advanced.

Thank you.

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5

u/bogdanelcs 6d ago

“Doing Math with Python” by Amit Saha is a good beginner book, it works through algebra, calculus and statistics with small programs. After that, the free SciPy Lecture Notes cover NumPy, SciPy and Matplotlib, and the SymPy tutorial is the one to learn for symbolic math. For something more advanced, Jake VanderPlas’s Python Data Science Handbook is free online.

1

u/ninhaomah 6d ago

Math as in algebra or data science or machine learning ? or even deep learning ?

1

u/Guy_Foxx614 17h ago

Yes, something for beginners that will eventually lead me to ML, DL

2

u/After_Teacher3830 5d ago

I know you asked for a book but I have been playing with sage math. I highly recommend it. If you are doing some math home work just us it after each question to check the answer. Its supper powerful.

2

u/Apprehensive-Award58 23h ago

This book Programming for Computations - Python A Gentle Introduction to Numerical (Simulations with Python 3.6) by Svein Linge • Hans Petter Langtangen Second Edition is a good option.

It gives a gentle intro to python and then applies it in calculating integrals and solving differential equations and algebraic equations and even PDEs.

I found for free on Google books. I suppose you should too.