Dave Churchill Courses

Introduction to Artificial Intelligence - Reinforcement Learning - Lecture 14

Explore reinforcement learning fundamentals in AI, covering key concepts and techniques for problem-solving in modern environments.

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

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

Introduction to Artificial Intelligence - Evolutionary Computing - Lecture 12

Explore evolutionary computing techniques for AI problem-solving, including genetic algorithms and their applications in optimization and game AI.

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

Ray Casting, Lighting, and Vision in Game Programming - Lecture 13

Explore ray casting techniques for lighting and vision in game programming, enhancing visual effects and gameplay mechanics.

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

Game Programming: Course Project Explained - Lecture 12

Explore game programming fundamentals, including vector math, rendering, AI, and physics. Learn to create functional games using ECS architecture, C++, and SFML.

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

Game Programming: Assignment 3 Specification and Implementation - Lecture 11

Develop a 2D game with player movement, bullet spawning, collisions, and animations using C++ and SFML. Implement level loading, physics, and entity-component systems for a complete gaming experience.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Game Programming: Actions and Replays - Lecture 10

Explore game programming concepts including actions and replays, enhancing your understanding of game engine architecture and development techniques.

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

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

Game Programming: Sprites, Textures, and Animations - Lecture 9

Explore sprite rendering, texture management, and animation techniques for game development using C++ and SFML graphics library.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

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

Game Programming: Collision Detection - Lecture 8

Explore collision detection techniques in game programming, covering algorithmic approaches and data structures for efficient collision handling.

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

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

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

Introduction to Artificial Intelligence - Hash Functions and Tables - Lecture 7

Explore hash functions and tables in AI, learning algorithmic techniques for efficient data storage and retrieval in modern problem-solving environments.

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

Game Programming: Assignment 2 - Lecture 7

Explore game programming fundamentals, including vector math, rendering, AI, and physics. Learn to create functional games using ECS architecture, C++, and SFML.

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