Python Learning Resources

This list will be updated over time. Feel free to suggest resources you’ve found interesting and believe others will benefit from!

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Programming for Everybody (Getting Started with Python)-UMich (Beginner)
An introductory course on Python programming, designed for beginners with no prerequisites.

Visit on Coursera
CS50’s Introduction to Programming with Python-Harvard (Beginner)
A foundational course from Harvard that integrates theory with practical exercises.
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DATA8: Foundations of Data Science (Beginner) Berkeley’s premier undergrad introductory data class, which serves as a precursor to most computational classes on campus. A great reference to follow along and supplement our in-class material. Visit Course Python Reference
How to Think Like a Computer Scientist: Interactive Edition (Beginner)
An interactive guide that introduces Python and computational thinking with hands-on exercises.
Explore the Guide
Python Crash Course Website (Beginner)
The companion website for “Python Crash Course,” offering additional resources, code samples, and projects.
Visit Website

Corey Schafer’s Python Tutorials (Intermediate)
A comprehensive series covering Python fundamentals, libraries, and advanced topics.
Watch on YouTube
Tech with Tim (Beginner to Intermediate)
A YouTube channel offering tutorials on Python, machine learning, and more.
Watch on YouTube
ArjanCode (Advanced)
Focuses on advanced Python concepts, clean code practices, and software design.
Watch on YouTube

Automate the Boring Stuff with Python (Beginner)
A practical guide for automating everyday tasks and solving real-world problems.
Read Online
Python Crash Course: A Hands-On, Project-Based Introduction to Programming (2nd Edition) (Beginner)
Offers a comprehensive introduction to Python, emphasizing practical projects to solidify learning.
Learn More
Head-First Python: A Brain-Friendly Guide (2nd Edition) (Beginner)
Presents Python concepts in a visually engaging manner, suitable for learners who prefer an interactive approach.
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Python Tricks: A Buffet of Awesome Python Features (Intermediate) by Dan Bader
Offers valuable insights and lesser-known Python features to improve your programming skills.
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Fluent Python: Clear, Concise, and Effective Programming (Advanced) by Luciano Ramalho
Covers Pythonic programming concepts and advanced features in detail.
View on Amazon
View on Publisher Website
Effective Python: 59 Ways to Write Better Python (Intermediate) by Brett Slatkin
Focuses on Pythonic best practices and techniques for writing efficient code.
View on Amazon
View on Author Website
Python Cookbook: Recipes for Mastering Python 3 (Advanced) by David Beazley & Brian K. Jones
Provides detailed recipes for solving complex Python challenges.
View on Amazon
View on Publisher Website

Official Python Documentation
The definitive reference for Python programming.
View Docs
Python Cheat Sheet
A concise, easy-to-use guide for Python syntax and commonly used functions.
Access Cheat Sheet

Talk Python to Me
Interviews with Python experts on practical applications and emerging trends.
Podcast Website
Python Bytes
Short episodes highlighting Python news, tips, and tools.
Listen Here
Storytelling with Data Podcast
Insights into using data visualization to communicate effectively.
Listen Here
The Data Journalism Podcast
Exploring how Python and programming empower data-driven journalism.
Listen Here

LeetCode (Intermediate to Advanced)
Practice problem-solving and algorithms with Python challenges.
Visit LeetCode
Kaggle (Intermediate)
Work with datasets, participate in competitions, and explore machine learning with Python.
Explore Kaggle
HackerRank (Beginner to Intermediate)
Solve Python challenges and improve your coding skills.
Visit HackerRank
Codewars (Beginner to Advanced)
Practice Python coding through katas (challenges) and earn ranks.
Visit Codewars