Minimax Algorithm Courses and Certifications

Artificial Intelligence I: Meta-Heuristics and Games in Java

727 ratings at Udemy

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

• Udemy
• 9 hours
• 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

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

Tech with Tim

Python Checkers AI Tutorial

Implement the minimax algorithm to create an AI for checkers, including explanation and visualization of the technique.

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

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: 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Dave Churchill

Introduction to Artificial Intelligence: Minimax, Alpha-Beta Pruning, and Assignment 3 - Lecture 10

Explore multiplayer game algorithms, including MiniMax, Alpha-Beta pruning, and iterative deepening. Learn implementation techniques and apply concepts to Assignment 3 in this AI lecture.

• YouTube
• 2 hours 20 minutes
• On-Demand
• Free Video

Dave Churchill

Introduction to Artificial Intelligence: Game Theory - Lecture 8 (Part 1)

Explore game theory fundamentals, strategic decision-making, and AI applications in competitive environments. Gain insights into rational agent behavior and equilibrium concepts.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

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