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Coursera

Modern Game Design Mastery with AI

via Coursera

Overview

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The future of gaming goes beyond visuals—it's powered by intelligent systems that adapt, learn, and elevate player experiences. Modern Game Design Mastery with AI is a specialized program designed for developers, designers, and creators who want to build next-generation AI-driven games. The learning journey is structured into three progressive pathways: AI Foundations for Gaming – core AI concepts, game mechanics, behavior systems & pathfinding Applied AI in Game Design – machine learning, procedural content generation, reinforcement learning & adaptive gameplay Advanced Game Intelligence & Real-World Simulation – advanced algorithms, 2D/3D agent design, and dynamic difficulty systems Through hands-on labs, guided simulations, and case studies from games like Zelda, Minecraft, and StarCraft, participants gain practical skills in building smart NPCs, training AI agents, designing adaptive challenges, and integrating AI within popular game engines like Unity. If you’re ready to create games that think, evolve, and respond like never before—this program is your gateway.

Syllabus

  • Module 1: Introduction to AI Games
    • This module covers a quick summary of what the certification is going to cover from start to finish. Here is the brief about the structure of the overall certification: Each of our certifications follows a consistent, multimodal structure to provide a flexible learning experience. The content is available across four formats: eBooks: In-depth written material for focused learning. Audiobooks: Audio version of the eBook, perfect for learning on the go. Podcasts: Engaging audio content to reinforce key concepts. Videos: Modular video chunks, each covering a specific topic. The names of the eBooks, Audiobooks, and Podcasts are the same, ensuring you can seamlessly switch between formats without losing track of the content. Videos are divided into bite-sized modules for easier consumption, and all content across these mediums is consistent, so no matter which format you choose, the information remains the same. This gives you the freedom to learn in the way that works best for you.
  • Module 2: Game Design Principles using AI
  • Module 3: Foundation of AI in Gaming
  • Module 4: Reinforcement Learning Fundamentals 
  • Module 5: Planning and Decision Making in Games
  • Module 6: AI Techniques in 2D/3D Virtual Gaming Environments Basic
  • Module 7: Adaptive Systems and Dynamic Difficulty
  • Module 8: Future of AI in Gaming
  • Module 9: Capstone Project

Taught by

AI CERTs Team

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