Mastering Python Development

Ecobook Edition

An interactive Python book from beginner to advanced: 30 chapters with examples you can run right in the browser and a built-in Python IDE.

Chapters in this book

Foreword
How to Read This Book
Table of Contents
Chapter 1 — Getting Started with Python
Chapter 2 — Variables & Data Types
Chapter 11 — Comprehensions & Python Idioms
Chapter 12 — Modules & Packages
Chapter 13 — Files & I/O
Chapter 14 — JSON & Data
Chapter 15 — Time & Dates
Chapter 16 — Classes & OOP
Chapter 17 — Iterators, Generators & Decorators
Chapter 18 — Testing
Chapter 19 — Regex & Parsing
Chapter 20 — Environments & Third-Party Libraries
Chapter 21 — Algorithms & Data Structures
Chapter 22 — Recursion & Dynamic Programming
Chapter 23 — Working with Numbers: NumPy
Chapter 24 — Tabular Data: pandas
Chapter 25 — Visualization: Matplotlib
Chapter 26 — Introduction to Machine Learning
Chapter 27 — Web & HTTP
Chapter 28 — Concurrency
Chapter 29 — Type Hints & Code Quality
Chapter 30 — Final Project
Appendix A — Python Cheat Sheet
Appendix B — Glossary
Appendix C — Setting Up a Local Environment

Tools inside the book

Python IDE