AlphaZero Courses and Certifications

AlphaZero from Scratch – Machine Learning Tutorial

Build an AlphaZero-style game-playing system using Monte Carlo Tree Search, neural networks, self-play, training, and evaluation in Tic-Tac-Toe and Connect Four.

• freeCodeCamp
• 4-5 hours
• Self-Paced
• Free Video

Aleksa Gordić - The AI Epiphany

DeepMind's AlphaGo Zero and AlphaZero - RL Paper Explained

Explains how AlphaGo Zero and AlphaZero master Go, chess, and shogi through self-play reinforcement learning without human game data or domain knowledge.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

ChessNetwork

Abdusattorov's AlphaZero Pawn Breaks Bluebaum in the Queen's Gambit

Analyze Abdusattorov's strategic "AlphaZero pawn" technique against Bluebaum in this Queen's Gambit masterclass, showcasing superior piece coordination despite material deficit.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

MLCon | Machine Learning Conference

How do Chess Engines Work - Looking at Stockfish and AlphaZero

Explore chess AI evolution: from Deep Blue's algorithms to Stockfish's Minimax, and AlphaZero's revolutionary self-learning approach using Monte Carlo Tree Search and neural networks.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

Alexander Amini

Reinforcement Learning - MIT 6.S191 Lecture 5

Comprehensive exploration of deep reinforcement learning, covering Q-functions, policy gradients, and real-world applications like AlphaGo. Ideal for understanding RL fundamentals and advanced concepts.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Chris Hay

Write Your Own AI Agent with Monte Carlo Tree Search - Building a Tic-Tac-Toe Game

Master Monte Carlo Tree Search algorithm implementation by building a Tic-Tac-Toe AI agent, exploring its applications in modern AI systems like AlphaGo and O1 models.

• YouTube
• 32 minutes
• Self-Paced
• Free Video