The future of software is code that reasons.
We just posted a new course on the freeCodeCamp.org YouTube channel designed to take you from Python fundamentals to AI Agent development. This course is a technical deep dive into the stack required to build autonomous intelligence. You will start by mastering core Python syntax and best practices before moving into the high-performance world of NumPy, Pandas, and SQL to manage the data that fuels modern AI.
After learning the basics of Python, you’ll learn to build and deploy robust APIs using Flask and FastAPI, creating the essential bridges that allow AI to interact with the world. Next you will learn all about Large Language Models (LLMs) and AI Agents. You will gain hands-on experience using both proprietary tools like ChatGPT and Gemini, as well as open-source models via HuggingFace.
The course is broken into four main sections:
Module 1: Python Essentials (Variables, Loops, Functions, and Modules)
Module 2: Data Science Foundations (NumPy, Matplotlib, Pandas, and SQLite)
Module 3: APIs & Deployment (Working with REST APIs and building with FastAPI)
Module 4: The AI Frontier (LLM integration, Open Source models, and Agent Tools)
Watch the full coruse on the freeCodeCamp.org YouTube channel (6-hour watch).