Artificial Intelligence in the Metaverse
Navigating the vast realms of the Metaverse can be daunting. This course will teach you how AI shapes personalized, immersive experiences, ensuring every virtual journey feels genuine and tailored
What you'll learn
The vastness of the Metaverse offers endless possibilities, but as it grows, so do the challenges of ensuring genuine, personalized, and ethical experiences. In this course, Artificial Intelligence in the Metaverse, you’ll learn to harness the power of AI to shape the future of virtual worlds. First, you’ll explore AI-driven content generation, understanding how to craft dynamic and resonating experiences. Next, you’ll discover the art of personalization, using recommendation systems to curate experiences tailored to individual preferences. Finally, you’ll navigate the ethical landscape, balancing the wonders of AI with considerations of privacy, bias, and regulatory compliance. When you’re finished with this course, you’ll have the skills and knowledge of AI integration needed to revolutionize user experiences in the Metaverse.
Table of contents
- Module and Course Introduction 2m
- Introduction to AI-driven Content Generation 2m
- Traditional vs. AI-driven Content Generation 3m
- Generative Adversarial Networks (GANs) and the Magic Behind Them 3m
- Case Studies and Applications: Exploring AI-driven Content in Diverse Domains 4m
- Demo: Creating AI Art for Metacity’s New Plaza 3m
- Demo: AI Music Creation for Metacity’s Ambient Sounds 4m
- Module Summary 2m
- Module Introduction 1m
- Introduction to Personalization in the Metaverse 4m
- Understanding User Behavior 4m
- Fundamentals of Recommendation Systems 2m
- Content-based Filtering 2m
- Collaborative Filtering 2m
- Hybrid Systems 1m
- Deep Dive into Singular Value Decomposition (SVD) 3m
- Algorithmic Challenges in Personalization 3m
- Demo: Setting Up Your Environment 2m
- Demo: Building a Movie Recommendation System - Part 1 8m
- Demo: Building a Movie Recommendation System - Part 2 9m
- Module Summary 2m
- Module Introduction 1m
- Introduction to Automation in the Metaverse 4m
- Rise of Virtual Assistants and Chatbots 4m
- Role of AI in Metaverse Automation 4m
- Enhancing Immersive Experiences with AI 4m
- Crafting a Concert Chatbot for MetaCity 5m
- Demo: Building a Chatbot with Google Dialogflow – Part 1 7m
- Demo: Building a Chatbot with Google Dialogflow – Part 2 9m
- Module Summary 2m
- Module Introduction 1m
- Ethical Dilemmas in AI-driven Content Creation 3m
- Privacy and Security in the Metaverse 3m
- Addressing Bias in AI Systems 4m
- Regulation and Compliance in AI 6m
- Demo: Ethical Analysis of an AI-generated Artwork 3m
- Emerging Technologies in the Metaverse 4m
- Career Opportunities and Skills in the AI-Metaverse Fusion 2m
- Anticipating and Overcoming Future Challenges in the AI-powered Metaverse 2m
- Module Summary 2m
About the author
Pratheerth is a Data Scientist who has entered the field after an eclectic mix of educational and work experiences. He has a Bachelor's in Engineering in Mechatronics from India, Masters in Engineering Management from Australia and then a couple of years of work experience as a Production Engineer in the Middle East. Then when the A.I bug bit him, he dropped everything to dedicate his life to the field. He is currently working on mentoring, course creation and freelancing as a Data Scientist.