Python Mastery — From Zero to AI Engineering
A complete Python course built for developers who want to reach expert level. Starts from first principles, builds through data structures, OOP, and advanced patterns, then dives into NumPy, Pandas, scikit-learn, PyTorch, and production AI application development. Every lesson includes runnable code directly in the browser.
Course Lessons
Python Foundations — Variables, Types & Control Flow
Functions, Scope & Modules
Data Structures — Lists, Dicts, Sets & Comprehensions
String Manipulation, Regex & Text Processing
Object-Oriented Programming — Classes to Protocols
File I/O, JSON, CSV & the pathlib API
Error Handling, Logging & Testing with pytest
Advanced Python — Decorators, Generators & Type Hints
NumPy — Arrays, Broadcasting & Linear Algebra
Pandas — DataFrames, Cleaning & Analysis
Data Visualization — Matplotlib, Seaborn & Plotly
APIs, Web Scraping & Async HTTP
Concurrency — Threading, Multiprocessing & asyncio
Machine Learning with scikit-learn
Deep Learning with PyTorch
NLP & Transformers — From Tokenization to Fine-Tuning
Production Python — FastAPI, Packaging & Profiling
Building AI Applications — LLMs, RAG & Agents