Python Course for Beginners: Zero to Hero
Learn Python from scratch, then build data pipelines, media tools, machine learning models and generative AI apps, with runnable single-file examples.
About this course
A complete Python course in 12 modules: setup, basics, functions and data structures, object-oriented Python, files and the standard library, idiomatic and advanced Python, concurrency and async, NumPy and pandas, media processing (images, audio, video), machine learning with scikit-learn and PyTorch, generative AI (LLM APIs, embeddings, RAG, agents), and capstone projects. Every runnable example is a complete program you can copy and run.
Try the first lesson free
Read the opening of the course in full, no account needed.
Course index
- Setting up Python and the examples
- Python Basics
- Functions and Data Structures
- Object-Oriented Python
- Files, Errors and the Standard Library
- Idiomatic and Advanced Python
- Concurrency and Async
- Data Work with NumPy and pandas
- Media Processing
- Machine Learning
- Generative AI
- Capstone Projects and Next Steps
Ends with a final quiz. Score 70% or better and you can download a completion certificate in your own name — shareable on LinkedIn and verifiable by its certificate code.