Course Prerequisites:
Understand AI basics and how AI is used - no technical skills required A keen interest and motivation to explore the intersection of AI and design Willingness to think creatively to generate ideas and use AI tools effectively
Modules:
Module 1: Foundations of Artificial Intelligence (AI) in Design
1.1 Basics of AI and Its Significance in Design
1.2 Survey of AI Technologies Reshaping Design
1.3 Generative AI Introduction for Creative Tasks
Module 2: AI Tools and Technologies for Designers
2.1 Exploration of AI Design Tools
2.2 Generative AI Tools in Practice
2.3 Advancements in AI-Enabled Prototyping and Testing
Module 3: Data-Driven Design and Personalization
3.1 Foundations of Data-Driven Design
3.2 Personalization Techniques with AI
3.3 Ethical Considerations in Personalized Design
Module 4: Generative AI for Creative Exploration
4.1 Understanding Generative AI in Design
4.2 Application Scenarios for Generative AI
4.3 Navigating the Creative Process with Generative AI
Module 5: AI-Enhanced Prototyping and User Testing
5.1 Accelerating Prototyping with AI
5.2 AI-Powered User Testing and Feedback Analysis
5.3 Ethical and Practical Considerations in AI Testing
Module 6: Strategic Implementation of AI in Design Projects
6.1 Building a Framework for AI Integration
6.2 Leading AI Adoption in Design Teams
6.3 Measuring the Impact of AI on Design Projects
Module 7: Emerging Technologies and the Future of Design
7.1 Exploring Emerging Technologies in Design
7.2 Anticipating the Future of AI in Design
7.3 Preparing for Change and Innovation
Module 8: Continuous Learning and Development in AI+ Design
8.1 Lifelong Learning Strategies for Designers
8.2 Keeping Pace with Technological Advancements
8.3 Implementing a Culture of Innovation and Continuous Improvement