Your Step-by-Step Path
Step 1: Python Basics
Start with the world's most recommended beginner Python course — Harvard CS50P or freeCodeCamp's certification.
CS50's Introduction to Programming with Python
36h · Free
Step 2: Data Structures & Algorithms
Build on your Python foundation with MIT's legendary introduction to computation.
Introduction to Computer Science and Programming in Python (MIT)
50h · Free
Step 3: Data Analysis
Learn NumPy, Pandas, and Matplotlib — the tools every Python data professional uses daily.
Data Analysis with Python
40h · Free
Step 4: Machine Learning
Apply your Python skills to the field that's reshaping every industry.
Machine Learning with Python
30h · Free
More Courses to Explore
Scientific Computing with Python
Learn Python fundamentals through hands-on projects. Covers variables, functions, loops, data structures, OOP, and algorithms. Earn a free verified certificate upon completion of 5 projects.
Harvard's introduction to programming using Python. Covers functions, variables, conditionals, loops, exceptions, libraries, unit tests, file I/O, and regular expressions.
Codecademy's interactive Python course teaches you the basics from scratch. Write and run code in your browser, learn syntax, functions, control flow, lists, loops, and more.
Khan Academy's friendly introduction to programming with Python. Learn variables, data types, functions, conditionals, and loops through short lessons with immediate feedback.
Harvard's legendary CS50 introduction to computer science. Covers C, Python, SQL, JavaScript, and web programming. The most-enrolled university course in the world.
Python for Everybody Specialization
Dr. Chuck's Python for Everybody course from University of Michigan. Covers Python basics, data structures, web data access, databases, and capstone. Free to audit; certificate for purchase.