Programming Tutorials

Excellent Free Tutorials to Learn Python

Python is a high-level, general-purpose, structured, powerful, open source programming language that’s used for a wide variety of programming tasks. It features a fully dynamic type system and automatic memory management, similar to that of Scheme, Ruby, Perl, and Tcl, avoiding many of the complexities and overheads of compiled languages. The language was created by Guido van Rossum in 1991, and continues to grow in popularity, in part because it is easy to learn with a readable syntax. The name Python derives from the sketch comedy group Monty Python, not from the snake.

Python is a versatile language. It’s frequently used as a scripting language for web applications, embedded in software products, as well as artificial intelligence and system administration tasks. It’s both simple and powerful, perfectly suited for beginners and professional programmers alike.

Here’s our recommended tutorials to learn Python. If you’re looking for free Python programming books, check here.

1. Introductory training session on the use of Python for data science by LinuxLinks

This is a short introductory training session on the use of Python for data science. We focus on a common task in data science: import a data set, manipulate its structure, and then visualise the data. We shall use Python and a Jupyter Notebook to accomplish this task.

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2. A Beginner’s Python Tutorial by Steven Thurlow

When Civilization IV (Firaxis Games, published by Take2) was announced, one of the most exciting features was that much of the scripting code is in Python, and the game data in XML. This tutorial attempts to teach you the basics of Python programming that you could use with civIV.

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3. A guide to Python’s magic methods by Rafe Kettler

This guide focuses on magic methods. They are everything in object-oriented Python; special methods that you can define to add “magic” to your classes.

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4. Build applications in Python the anti-textbook by Suraj Patil

This is an easy to understand introduction to the Python programming language which focuses on teaching concepts via examples. The initial chapters explain various concepts and in a later chapter, you will build a command line todo list manager.

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5. Composing Programs by John DeNero

This text focuses on methods for abstraction, programming paradigms, and techniques for managing the complexity of large programs. These concepts are illustrated primarily using Python 3.

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6. Google’s Python Class by Google

This is a free class for people with a little bit of programming experience who want to learn Python. The class includes written materials, lecture videos, and lots of code exercises to practice Python coding. These materials are used within Google to introduce Python to people who have just a little programming experience.

Read the material

7. Google Python Style Guide by Google

Python is the main dynamic language used at Google. This style guide is a list of Do’s and Don’ts for Python programs.

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8. Introduction to Programming with Python by OpenTechSchool and contributors

This workshop is an introduction to basic programming concepts and abstractions. It’s laid out for hands-on workshops taking up roughly 4 hours.

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9. Learn python3 in Y minutes by Louie Dinh

A whirlwind tours of Python, presented as valid, commented code and explained as it goes.

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10. Non-Programmer’s Tutorial for Python 3 by Wikibooks

The Non-Programmer’s Tutorial For Python 3 is a tutorial designed to be an introduction to the Python programming language. This guide is for someone with no programming experience.

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11. Python programming tutorial by Akuli

This is a concise Python 3 programming tutorial for people who think that reading is boring. The author aims to show everything with simple code examples; there are no long and complicated explanations with fancy words.

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12. Python Koans by Greg Malcolm

Python Koans is an interactive tutorial for learning the Python programming language by making tests pass.

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13. Scipy Lecture Notes by Gaël Varoquaux, Emmanuelle Gouillart, Olav Vahtras, Pierre de Buyl (Editors)

One document to learn numerics, science, and data with Python.

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14. The Python GTK+ 3 Tutorial

This tutorial gives an introduction to writing GTK+ 3 applications in Python.

Prior to working through this tutorial, it’s recommended that you have a reasonable grasp of the Python programming language.

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15. Python Tutorial for Beginners [Full Course] by Programming with Mosh

A Python tutorial for beginners. Learn Python for machine learning and web development.

Watch the videos

16. The Python Tutorial by Python Software Foundation

This tutorial introduces the reader informally to the basic concepts and features of the Python language and system. It helps to have a Python interpreter handy for hands-on experience, but all examples are self-contained, so the tutorial can be read off-line as well.

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17. Practice Python by Michele Pratusevich

There are over 30 beginner Python exercises just waiting to be solved. Each exercise comes with a small discussion of a topic and a link to a solution.

Tackle the exercises

18. A Complete Python 3 Tutorial by Witspry Technologies

This is a complete Python (updated to Python 3.7) course where you can learn Python from scratch. It covers almost all aspects of Python programming language from a professional development perspective.

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19. Python Tutorial for Beginners: Learn Python Programming in 7 Days by Guru99

Python has deep focus on code readability and this class will teach you Python from basics.

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All tutorials in this series:

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C++General-purpose, portable, free-form, multi-paradigm language
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RustIdeal for systems, embedded, and other performance critical code
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SchemeGeneral-purpose, functional, language descended from Lisp and Algol
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DylanMulti-paradigm language, supports functional & object-oriented programming
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TypeScriptStrict syntactical superset of JavaScript, adding optional static typing
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