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Applying Math with Python:
Over 70 practical recipes for solving real-world computational math problems, 2nd Edition
English | 2022 | ISBN: 9781804618370 | 376 Pages | PDF (True) | 37 MB
You'll start by refreshing your knowledge of several core mathematical fields and learn about packages covered in Python's scientific stack, including NumPy, SciPy, and MatDescriptionlib. As you progress, you'll gradually get to grips with more advanced topics of calculus, probability, and networks (graph theory). Once you've developed a solid base in these topics, you'll have the confidence to set out on math adventures with Python as you explore Python's applications in data science and statistics, forecasting, geometry, and optimization. The final chapters will take you through a collection of miscellaneous problems, including working with specific data formats and accelerating code.
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