Artificial Intelligence Courses and Certifications

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 - Agents and Environments - Lecture 2

Explore AI agents and environments, learning key concepts and techniques for modern problem-solving in artificial intelligence.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Dave Churchill

Introduction to Artificial Intelligence - Bandit Algorithms - Lecture 15

Explore bandit algorithms in AI, learning key concepts and applications for modern problem-solving in gaming environments.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Dave Churchill

Introduction to Artificial Intelligence - Lecture 13: Assignment 4

Explore algorithmic techniques and data structures for AI problem-solving, applying learned concepts to simple games through hands-on assignments.

• YouTube
• 58 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

Introduction to Artificial Intelligence: A* Search Algorithm and Optimizations - Lecture 6

Explore A* search algorithm implementation, heuristic functions, and optimization techniques for pathfinding in grid-based environments with varying object sizes and connectivity constraints.

• YouTube
• 1 hour 11 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

Dave Churchill

Introduction to Artificial Intelligence - Connect 4 Tournament - Lecture

Explore AI techniques and data structures for modern problem-solving, applying learned concepts to simple games in hands-on assignments.

• YouTube
• 1 hour 33 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

RSA Conference

Keeping Up with the Algorithms - A Journey in Artificial Intelligence

Explore AI's rapid evolution and future challenges with experts from industry, academia, and government. Gain insights on building a safe, reliable framework for AI's future.

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

RSA Conference

Homeland Security in the Age of Artificial Intelligence

Exploring AI's impact on national security and community protection, discussing responsible development and adoption to maximize benefits while mitigating potential risks and adversarial use.

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