Dave Churchill Courses

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
• On-Demand
• Free Video

Heuristic Search and A* Search Algorithm - Lecture 5

Explore heuristic search techniques, including Best-First Search, Greedy Best-First Search, and A* algorithm. Learn about admissible and consistent heuristics, with detailed examples and demonstrations.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Introduction to Artificial Intelligence - Assignment 1 and Lecture 4

Explore AI algorithms and data structures through interactive assignments in JavaScript. Learn BFS, DFS, and ID-DFS implementations for problem-solving in game environments.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Problem Solving and Search in Artificial Intelligence - Lecture 3

Explore problem-solving agents, search algorithms, and graph theory in AI. Learn about BFS, DFS, UCS, and more. Gain practical insights for implementing efficient search strategies.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Introduction to Artificial Intelligence - Agents and Environments - Lecture 2

Explore AI agents and environments, learning key concepts and structures for modern problem-solving in intelligent systems.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Introduction to Artificial Intelligence - Lecture 1: Course Introduction and What is AI?

Explore fundamental AI concepts, including the Turing Test and Chinese Room Analogy. Learn about AI applications in games and its capabilities. Gain insights into academic integrity and course expectations.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video

Intro to Artificial Intelligence - Deep Neural Networks - Lecture 20

Explore deep neural networks, their architecture, and applications in AI. Learn key concepts and techniques for implementing advanced machine learning models.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Vertex Arrays and Particle Systems in Game Programming - Lecture 22

Explore vertex arrays and particle systems in game programming, enhancing rendering efficiency and creating dynamic visual effects.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Introduction to Artificial Intelligence: Neural Networks - Lecture 19

Explore fundamental concepts of neural networks in AI, including structure, functionality, and applications in modern problem-solving environments.

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

Game Programming: Introduction to Shaders - Lecture 21

Explore game shader fundamentals, including rendering techniques, animation, and graphics programming for enhanced visual effects in game development.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

C++ Visual Code Profiling for Game Programming - Lecture 20

Learn C++ Visual Code profiling techniques for game programming, focusing on performance optimization and efficient code analysis.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Intro to Artificial Intelligence - Temporal Difference Learning - Lecture 18

Explore temporal difference learning and its applications in AI, with practical insights for Assignment 5 implementation.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Game Programming: Caching and ECS Memory Pool - Lecture 19

Explore caching techniques and ECS memory pool implementation for optimized game programming, enhancing performance in C++ game development.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Intro to Artificial Intelligence - RL Monte Carlo Methods - Lecture 17

Explore Monte Carlo methods in reinforcement learning, applying algorithmic techniques to solve AI problems in gaming environments.

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