Your Learning Path

Master AI from fundamentals to cutting-edge technologies

01

Foundations

The nature of computation, algorithms, and what makes AI different from traditional programming.

~15 min read • 100 XP
02

Machine Learning

Supervised, unsupervised, and reinforcement learning. How machines learn from data.

~20 min read • 150 XP
03

Neural Networks

Biological inspiration, artificial neurons, activation functions, and backpropagation.

~20 min read • 150 XP
04

Deep Learning

CNNs, RNNs, Transformers, attention mechanisms, and generative models.

~25 min read • 200 XP
05

Modern AI

Large language models, computer vision, speech AI, and recommendation systems.

~20 min read • 150 XP
06

Ethics & Society

Bias, fairness, privacy, accountability, and the societal impact of AI.

~15 min read • 100 XP

Sequential Flow

Read all sections in order

Glossary

50+ AI terms explained

Our Mission

Why we built Yavin

Learn by Doing

Interactive visualizations to deepen your understanding

Neural Network Builder

Build and train your own neural networks in real-time

Try it in Neural Networks

Gradient Descent

Visualize how optimization finds minimum loss

Try it in Machine Learning

Attention Mechanism

See how transformers focus on different parts of input

Try it in Deep Learning

Code Playground

Write and run Python code directly in your browser

Open Playground
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