Recommended Prerequisites:
- Basic understanding of AI technologies and their applications in creative domains.
- Interest in using AI tools for generating innovative ideas and implementing user-centric designs.
- Motivation to explore AI-integrated design methodologies.
Course Outline:
Lesson 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
Lesson 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
Lesson 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
Lesson 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
Lesson 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
Lesson 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
Lesson 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
Lesson 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
Optional Lesson: AI Agents for Design
- What Are AI Agents for Design process
- Types of AI Design Agents
