Get Python-ready in 20 minutes. Variables, lists, loops, and functions. Everything you need to start building AI apps.
The two libraries that every ML engineer uses daily. NumPy for fast math, Pandas for data manipulation.
Build and train a neural network in PyTorch that classifies handwritten digits. From zero to working model.
Connect Python to ChatGPT and Claude with 10 lines of code. Then build a CLI assistant in under 50 lines.
Build a fully functional chatbot with memory in 20 lines of Python. Then give it a custom personality.
Classify any image in 10 lines of Python using a pretrained model. And understand how transfer learning makes it possible.
Adapt any pretrained model to your specific use case with a fraction of the data. The highest-ROI skill in applied AI.
Take your AI from a local script to a live web app. FastAPI backend + Streamlit UI deployed to the cloud for free.
Turn raw data into clear charts and insights using Matplotlib and Seaborn. A skill every AI builder needs.
Build a Retrieval-Augmented Generation system. Make AI answer questions from your own documents and knowledge base.
Write Python code that doesn't become a mess. Functions, OOP, and modules for building real, maintainable AI projects.
Build, deploy, and share a complete AI-powered web app from scratch. Your portfolio project.