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5 courses in this path

AI & Python

Master Python from scratch, then explore Machine Learning, Large Language Models, Artificial Intelligence, and the Model Context Protocol — with animated visualizers and hands-on connectors that show how it all really works.

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Python 101

Learn Python, beautifully.

Go from zero to confident Python — variables, loops, functions, OOP and beyond, with runnable code and hands-on projects.

63 lessonsLive code + projects
Start course0/66

Machine Learning

Watch the algorithms learn.

Understand how models actually learn — regression, k-means, k-NN, decision trees and neural nets — with animated visualizers that show the math in motion.

Animated algorithmsSee models learn
Start course0/13

Artificial Intelligence

See how machines think.

Explore how AI searches, plans, plays games and learns — from A* pathfinding and minimax to perceptrons and language models — brought to life with interactive animations.

Animated algorithmsNeural nets & search
Start course0/14

Large Language Models

See how AI actually thinks.

Open the black box: how LLMs turn text into tokens and vectors, how attention and the transformer work, how they predict one token at a time, and how they're trained — every mechanism brought to life with animations.

Tokens, attention & samplingEvery mechanism animated
Start course0/12

Model Context Protocol

Give your agents superpowers.

Learn the open standard that lets AI agents plug into your databases, files, and APIs — how it works under the hood, and how to build a real connector in Node.js and Python.

Tools, Resources & PromptsBuild a real connector
Start course0/10