AI+ Design (AID) – Outline

Detailed Course Outline

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