Minimax Algorithm Courses and Certifications

Coursera

Game Bots in C#: Develop a Tic-Tac-Toe Agent

Develop a formidable Tic-Tac-Toe AI using C# and the Minimax algorithm. Learn game state representation, move exploration, and optimal decision-making through advanced programming techniques.

• Coursera
• 2 hours 15 minutes
• On-Demand
• Paid Course

JavaScript Tic Tac Toe Project Tutorial - Unbeatable AI w/ Minimax Algorithm

Build an unbeatable Tic Tac Toe game using JavaScript, HTML, and CSS. Learn web development basics and implement the Minimax algorithm for an AI opponent.

• freeCodeCamp
• On-Demand
• Free Video

Dave Churchill

Introduction to Artificial Intelligence - Minimax and Alpha-Beta Search - Lecture 9

Master Minimax and Alpha-Beta pruning algorithms for two-player game AI, exploring search trees, computational optimization, and strategic decision-making in artificial intelligence.

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

Dave Churchill

Introduction to Artificial Intelligence: Minimax Search Enhancements - Lecture 10

Explore advanced minimax search techniques and enhancements for AI game algorithms, focusing on practical implementations and optimization strategies in modern problem-solving.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Dave Churchill

Introduction to Artificial Intelligence: MiniMax and AlphaBeta Search - Lecture 9

Dive into advanced game theory algorithms with MiniMax and Alpha-Beta pruning techniques for developing efficient AI decision-making strategies in adversarial environments.

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

Dave Churchill

Introduction to Artificial Intelligence - Minimax Search Enhancements - Lecture 10

Explore advanced minimax search optimizations including bit operations, transposition tables, move ordering, and Zobrist hashing for AI game algorithms.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Artificial Intelligence I: Meta-Heuristics and Games in Java

845 ratings at Udemy

Graph Algorithms, Genetic Algorithms, Simulated Annealing, Swarm Intelligence, Minimax, Heuristics and Meta-Heuristics

• Udemy
• 9 hours 10 minutes
• On-Demand
• Paid Course

AI Algorithms for Gaming

150 ratings at LinkedIn Learning

Explore some of the most popular AI algorithms used to create two-player, turn-based games that are challenging enough to keep players guessing.

• LinkedIn Learning
• 2 hours 6 minutes
• On-Demand
• Free Trial Available

Learn to create game-playing AI using the Minimax algorithm, building neural networks for decision-making in games like Tic Tac Toe and Connect Four.

• Codecademy
• 2 hours
• On-Demand
• Free Trial Available

Intro to Game AI and Reinforcement Learning

Build your own video game bots, using classic and cutting-edge algorithms.

• Kaggle
• 4 hours
• On-Demand
• Free Certificate

Coding Train

Tic Tac Toe AI with Minimax

Learn to implement an unbeatable Tic Tac Toe AI using the minimax algorithm. Explore game setup, algorithm implementation, and potential improvements in this hands-on coding tutorial.

• YouTube
• 2 hours 48 minutes
• On-Demand
• Free Video

Dave Churchill

Introduction to Artificial Intelligence - 2025-01

Explore AI fundamentals through search algorithms, game theory, reinforcement learning, and neural networks with hands-on assignments and ethical considerations.

• YouTube
• 1 day 24 minutes
• On-Demand
• Free Video

Dave Churchill

Introduction to Artificial Intelligence - COMP 6980

Explore AI fundamentals through search algorithms, game theory, evolutionary computing, reinforcement learning, and neural networks with hands-on game assignments.

• YouTube
• 22 hours 34 minutes
• On-Demand
• Free Video

Dave Churchill

Introduction to Artificial Intelligence (2023-09)

Explore AI fundamentals through algorithmic techniques, search algorithms, game theory, reinforcement learning, and neural networks with hands-on game applications.

• YouTube
• 21 hours 37 minutes
• On-Demand
• Free Video

Dave Churchill

Introduction to Artificial Intelligence - 2022

Explore AI fundamentals through algorithmic techniques, search methods, game theory, and reinforcement learning with hands-on game-based assignments.

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