Applying Math with Python
Python has a number of powerful packages to help anyone tackle complex mathematical problems in a simple and efficient way. This practical guide explains how to model real-world problems as mathematical objects in Python and how to perform computations, and interpret results. It explores Python lang to solve a variety of math and statistics problems.
Offered by
Difficulty Level
Intermediate
Completion Time
11h56m
Language
English
About Book
Who Is This Book For?
This book is for professional programmers and students looking to solve mathematical problems computationally using Python. Advanced mathematics knowledge is not a requirement, but a basic knowledge of mathematics will help you to get the most out of this book. The book assumes familiarity with Python concepts of data structures.
Applying Math with Python
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 11h56m total length
Basic Packages, Functions, and Concepts
Mathematical Plotting with Matplotlib
Calculus and Differential Equations
Working with Randomness and Probability
Working with Trees and Networks
Working with Data and Statistics
Regression and Forecasting
Geometric Problems
Finding Optimal Solutions
Miscellaneous Topics
Related Resources
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