Book

Applying Math with Python

Python offers 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, perform computations, and interpret results. Most of all, it shows what is possible when Python and math are combined.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

12h32m

Language

English

About Book

Who Is This Book For?

Whether you are a professional programmer or a student looking to solve mathematical problems computationally using Python, this is the book for you. Advanced mathematics proficiency is not a prerequisite, but basic knowledge of mathematics will help you to get the most out of this Python math book. Familiarity with the concepts of data structures in Python is assumed.

Book content

chapters 12h32m total length

An Introduction to Basic Packages, Functions, and Concepts

Mathematical Plotting Using Matplotlib

Calculus and differential equations

Working with randomness

Trees and networks

Working with data and statistics

Regression and forecasting

Geometric problems

Finding optimal solutions

Improving your productivity

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