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Modern Game Design Mastery with AI · LearnSpace
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Modern Game Design Mastery with AI

Курс от AI CERTs
Начальный≈ 30 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Artificial intelligence is transforming how modern games are created, tested, and optimized across interactive entertainment environments. Gaming studios and creative teams are increasingly using AI-powered tools to accelerate development, enhance player experiences, and streamline production workflows. This Modern Game Design Mastery with AI course is designed for game designers, developers, storytellers, creative professionals, and learners seeking practical knowledge of AI in gaming environments. Learners will explore how AI technologies support gameplay mechanics, environment design, player interaction, and development workflows without requiring advanced technical expertise. The course focuses on implementation-oriented gaming applications and creative design processes. You’ll examine how AI tools support level design, character behavior, interactive storytelling, gameplay balancing, and faster prototyping workflows. Through practical scenarios, learners will explore how AI supports creative ideation, design refinement, immersive player experiences, and production planning. You’ll also learn how professionals evaluate AI opportunities, improve creative efficiency, and support responsible AI use within gaming environments. In addition, the course introduces foundational concepts around ethical AI implementation, AI governance, and practical development approaches used across digital entertainment and interactive media environments. Whether you work in game development, animation, digital media, storytelling, or creative production, this course provides practical insights into how AI supports interactive experiences and modern gameplay design. By the end of the course, you’ll be able to identify AI opportunities in game design, accelerate prototyping workflows, improve gameplay balancing efficiency, and apply AI-supported approaches to strengthen player engagement experiences. Enroll in this AI game design course to build practical gaming innovation skills and support modern interactive development with greater confidence.

Навыки, которые вы освоите

AI WorkflowsAI literacyAI Product StrategyStorytellingAI powered creativityData Ethics

Программа курса

9 модулей · 92 учебных материалов

01Module 1: Introduction to AI Games11 материалов
Navigation VideoВидеоCourse IntroductionВидеоModule 1: Introduction to AI GamesPLUGINAudiobook: Module 1: Introduction to AI GamesВидео

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AI CERTs Team

Преподаватель курса

Modern Game Design Mastery with AI
В каталоге вашей программы

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Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 30 ч

9 модулей

Язык: Английский

Часть программы вашего университета
Podcast: Module 1: Introduction to AI GamesВидео
1.1 What is AI?Видео
1.2 Evolution of AI in the Gaming IndustryВидео
1.3 Types of AI in GamesВидео
1.4 Benefit of AI in GamingВидео
ACTIVITY: True or FalsePLUGIN
Quiz 1Задание
02Module 2: Game Design Principles using AI12 материалов
Module 2: Game Design Principles using AIPLUGINAudiobook: Module 2: Game Design Principles using AIВидеоPodcast: Module 2: Game Design Principles using AIВидео2.1 What are Game Mechanics?Видео2.2 Game Mechanics: Building Blocks and Core ComponentsВидео2.3 Types, Purpose, Selection and Benefits of Game MechanicsВидео2.4 Role of AI in Gameplay and Narrative DesignВидео2.5 Game Environment Design: Definition, Importance, and Key ComponentsВидео2.6 AI Interaction in Game Environment DesignВидео2.7 Scripted Logic, AI Behavior, and Their Role in Game DesignВидеоACTIVITY: AccordionPLUGINQuiz 2Задание
03Module 3: Foundation of AI in Gaming11 материалов
Module 3: Foundation of AI in GamingPLUGINAudiobook: Module 3: Foundation of AI in GamingВидеоPodcast: Module 3: Foundation of AI in GamingВидео3.1 AI in Gaming: Roles, Features, Entities, and EnvironmentsВидео3.2 AI Dynamics in Gaming: States, Actions, and System IntegrationВидео3.3 Search Algorithms in Gaming: Concepts, Purpose, and TypesВидео3.4 AI Behavior Modeling and NPC Control Using Finite State MachinesВидео3.5 Introduction to Machine Learning and Reinforcement LearningВидео3.6 Case Study: AI in Minecraft —Procedural Content Generation and Agent Navigation ВидеоACTIVITY: Sequence ArrangementPLUGINQuiz 3Задание
04Module 4: Reinforcement Learning Fundamentals 11 материалов
Module 4: Reinforcement Learning Fundamentals PLUGINAudiobook: Module 4: Reinforcement Learning Fundamentals ВидеоPodcast: Module 4: Reinforcement Learning Fundamentals Видео4.1 What is Reinforcement Learning?Видео4.2 Q-learning AlgorithmВидео4.3 Understanding the Concept of Exploration versus ExploitationВидео4.4 Strategies for Balancing Exploration and Exploitation in RL AgentsВидео4.5 Deep Q Networks (DQN)Видео4.6 Policy Gradient Methods and Case StudyВидеоACTIVITY: Case StudyPLUGINQuiz 4Задание
05Module 5: Planning and Decision Making in Games10 материалов
Module 5: Planning and Decision Making in GamesPLUGINAudiobook: Module 5: Planning and Decision Making in GamesВидеоPodcast: Module 5: Planning and Decision Making in GamesВидео5.1 Minimax AlgorithmВидео5.2 Alpha-Beta Pruning Optimization in the Min-Max AlgorithmВидео5.3 Monte Carlo Tree Search and Exploration vs ExploitationВидео5.4 Application in Classic Board Games Видео5.5 Case Study: Strategic AI in StarCraft II – Combining Planning Algorithms for Real-Time Strategy ВидеоACTIVITY: Multiple SelectPLUGINQuiz 5Задание
06Module 6: AI Techniques in 2D/3D Virtual Gaming Environments Basic12 материалов
Module 6: AI Techniques in 2D/3D Virtual Gaming Environments BasicPLUGINAudiobook: Module 6: AI Techniques in 2D/3D Virtual Gaming Environments BasicВидеоPodcast: Module 6: AI Techniques in 2D/3D Virtual Gaming Environments BasicВидео6.1 What is 2D Game Development?Видео6.2 3D Game WorldsВидео6.3 Game Environments and Representation TechniquesВидео6.4 Terrain Modeling Basics and Environmental Assets IntegrationВидео6.5 Navigation and Pathfinding AlgorithmsВидео6.6 Interaction and Behavior Systems: From Basic Interactions to Animation Syncing and Coordinated Behavior in 2D and 3D EnvironmentsВидео6.7 Case Study: Navigation and Interaction AI in The Legend of Zelda: Breath of the Wild – Enhancing Player Immersion with Dynamic AI Systems ВидеоACTIVITY: Drag and DropPLUGINQuiz 6Задание
07Module 7: Adaptive Systems and Dynamic Difficulty12 материалов
Module 7: Adaptive Systems and Dynamic DifficultyPLUGINAudiobook: Module 7: Adaptive Systems and Dynamic DifficultyВидеоPodcast: Module 7: Adaptive Systems and Dynamic DifficultyВидео7.1 Adaptive Systems OverviewВидео7.2 Key Principles and Techniques of Dynamic Difficulty Adjustment (DDA)Видео7.3 Understanding Adaptive StorytellingВидео7.4 Personalization and Player ProfilingВидео7.5 AI Techniques in Adaptive SystemsВидео7.6 Implementation Strategies and ToolsВидео7.7 Case Study: Dynamic Enemy Management and Replayability with Left 4 Dead’s AI Director ВидеоACTIVITY: TabPLUGINQuiz 7Задание
08Module 8: Future of AI in Gaming10 материалов
Module 8: Future of AI in GamingPLUGINAudiobook: Module 8: Future of AI in GamingВидеоPodcast: Module 8: Future of AI in GamingВидео8.1 Generalist AI Agents and Transfer LearningВидео8.2 AI-Powered Game DesignВидео8.3 AI Tools for Balanced and Engaging GameplayВидео8.4 Ethical Challenges in AI GamingВидео8.5 Overview on Emerging Technologies VR/AR AIВидеоACTIVITY: Problem StatementPLUGINQuiz 8Задание
09Module 9: Capstone Project 3 материалов
Module 9: Capstone Project PLUGINCourse SummaryВидеоQuiz 9Задание