Book

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 approx.

Language

English

Certification

Not available

About Course

Book Content

chapters • 11h56m total length

1. Basic Packages, Functions, and Concepts

2. Mathematical Plotting with Matplotlib

3. Calculus and Differential Equations

4. Working with Randomness and Probability

5. Working with Trees and Networks

6. Working with Data and Statistics

7. Regression and Forecasting

8. Geometric Problems

9. Finding Optimal Solutions

10. Miscellaneous Topics

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