AlphaGo Courses and Certifications

AI- Friend or Foe? AlphaGo's Impact on the World of Go

Explores AlphaGo's impact on Go strategy, professional players, and the game's future, discussing AI's role in revealing new techniques and challenging traditional approaches.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Aleksa Gordić - The AI Epiphany

AlphaGo - Mastering the Game of Go with Deep Neural Networks and Tree Search - RL Paper Explained

Comprehensive exploration of AlphaGo's groundbreaking AI system, detailing its neural networks, search algorithms, and innovative techniques that led to defeating professional Go players.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Tom Rocks Maths

How AI Learns - A Deep Conversation with Reinforcement Learning and AlphaGo

Discover how AI masters complex games through reinforcement learning in this interview with ACM Prize winner David Silver, exploring AlphaGo's breakthroughs and AI's future.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Aleksa Gordić - The AI Epiphany

DeepMind's AlphaGo Zero and AlphaZero - RL Paper Explained

Explore DeepMind's revolutionary AI agents that mastered Go, Chess, and Shogi through self-play, without human knowledge. Learn about their inner workings, training process, and groundbreaking results.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Devoxx

From Tic Tac Toe to AlphaGo - Playing Games with AI and Machine Learning

Explore AI's evolution from simple games to complex challenges like Go, delving into algorithms, neural networks, and breakthroughs that led to AlphaGo's triumph over human champions.

• YouTube
• 50 minutes
• On-Demand
• Conference Talk

GOTO Conferences

From Tic Tac Toe to AlphaGo - Playing Games with AI

Explore the evolution of AI in game-playing, from simple Tic Tac Toe to the groundbreaking AlphaGo. Discover the algorithms and strategies that led to AI's triumph in the complex game of Go.

• YouTube
• 39 minutes
• On-Demand
• Conference Talk

Alexander Amini;  MIT

Reinforcement Learning

Explore deep reinforcement learning concepts, from Q-functions to policy gradients, with applications in Atari games, real-world scenarios, and groundbreaking AI like AlphaGo.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Alan Turing Institute

The Role of Multi-Agent Learning in Artificial Intelligence Research at DeepMind

Explore multi-agent learning in AI research, focusing on cooperation among self-interested agents and the AlphaGo project's breakthrough in defeating top Go players using self-play algorithms.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Alexander Amini;  MIT

Reinforcement Learning

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
• 57 minutes
• On-Demand
• Free Video

Alexander Amini;  MIT

MIT: Deep Reinforcement Learning

Explore deep reinforcement learning concepts, algorithms, and applications, including Q-learning, policy gradients, and breakthroughs like AlphaGo and AlphaZero in game AI.

• YouTube
• 45 minutes
• On-Demand
• Free Video

MITCBMM

Connections Between Physics and Deep Learning

Explore the fascinating intersections of physics and deep learning, from neural networks to scale-invariant behavior, with insights from MIT's Max Tegmark.

• YouTube
• 52 minutes
• On-Demand
• Free Video

MITCBMM

Demis Hassabis: Towards General Artificial Intelligence

Explore cutting-edge AI research with DeepMind's CEO, covering breakthroughs like AlphaGo and potential impacts on science and healthcare. Gain insights into AI's future and its implications for understanding human cognition.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Steve Brunton

Deep Reinforcement Learning - Neural Networks for Learning Control Laws

Explore neural networks in deep reinforcement learning for control systems, from game-playing AI to robotics. Learn about key algorithms and groundbreaking applications.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Andrej Karpathy

Deep Dive into Large Language Models: From ChatGPT to Training and Applications

Dive into a comprehensive exploration of Large Language Models, from fundamental concepts to advanced topics like RLHF, with insights from an industry expert on their development and practical applications.

• YouTube
• 3 hours 31 minutes
• On-Demand
• Free Video

Kaggle

Tensor Processing Units - TPUs

Explore Tensor Processing Units (TPUs) for accelerated deep learning, from basics to advanced optimization techniques and real-world applications.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video