Artificial Intelligence Courses and Certifications

Artificial Intelligence - Generating the Future

Explore the impact of AI on local communities through insights from Grassroots AI founders, discussing potential applications for small businesses, non-profits, and community organizers.

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

SAIConference

Unlocking Natural Artificial Intelligence - Bridging AI and Natural Skill Acquisition

Explore natural AI's potential beyond language models. Discover efficient skill learning through environmental interactions and the Free Energy Principle's role in brain computation.

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

SAIConference

Exploring the Creative Union of Artificial Intelligence and Pure Mathematics

Explore the fusion of AI and pure mathematics, uncovering how machine learning can predict complex mathematical structures and potentially revolutionize theorem proving and scientific discovery.

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

Linnean Society

Artificial Intelligence Meets the Natural World

Explore AI's impact on biodiversity research, climate solutions, and natural world protection. Discover opportunities and challenges in applying AI to evolutionary studies and environmental conservation.

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

Dave Churchill

Introduction to Artificial Intelligence: Connect 4 Assignment and AI Techniques - Lecture 12

Explore AI techniques for Connect 4, including GUI controls, game state management, player implementations, and advanced algorithms like Alpha-Beta pruning and Zobrist hashing.

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

Dave Churchill

Introduction to Artificial Intelligence: MiniMax and AlphaBeta Search - Lecture 10

Explore MiniMax and Alpha-Beta search algorithms for two-player game AI, covering implementation, optimization, and practical applications in decision-making processes.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Dave Churchill

Introduction to Artificial Intelligence: Game Theory and Matrix Games - Lecture 8

Explore game theory fundamentals and matrix games in AI, covering key concepts and strategies for problem-solving in competitive environments.

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

Dave Churchill

Introduction to Artificial Intelligence: Hash Functions and Hash Tables - Lecture 6

Explore hash functions and hash tables in AI, covering properties, algorithms, and collision resolution techniques. Learn to implement efficient closed lists for search algorithms.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Dave Churchill

Introduction to Artificial Intelligence - Connect 4 and Alpha-Beta Pruning - Lecture 11

Explore Connect 4 AI implementation, focusing on UI controls, game state management, player strategies, and evaluation functions. Learn to develop and debug an intelligent game-playing agent.

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

Dave Churchill

Intro to Artificial Intelligence - Minimax and AlphaBeta Search - Lecture 10

Explore Minimax and AlphaBeta Search algorithms for game AI, learning key techniques to optimize decision-making in adversarial environments.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Dave Churchill

Introduction to Artificial Intelligence - Game Theory - Lecture 9

Explore game theory concepts and applications in AI, focusing on advanced strategies and decision-making in multi-agent environments.

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

Dave Churchill

Introduction to Artificial Intelligence - Game Theory Part 1 - Lecture 8

Explore game theory fundamentals and its applications in AI, focusing on strategic decision-making and problem-solving techniques in competitive environments.

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

Dave Churchill

Introduction to Artificial Intelligence - Assignment 1 Overview - Lecture 4

Explore AI fundamentals through grid world environments, implementing BFS and DFS algorithms. Learn code structure, GUI development, and key functions for search algorithms in game-like scenarios.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Dave Churchill

Intro to Artificial Intelligence - Heuristic Search and the A* Algorithm - Lecture 5

Explore heuristic search techniques and the A* algorithm for efficient problem-solving in AI, with practical applications in game development.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Artificial Intelligence for Data-centric Surveillance and Forecasting of Epidemics

Explore AI-driven approaches for epidemic surveillance and forecasting, focusing on data-centric methods to enhance public health responses and decision-making.

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