Recommended Prerequisites:
- Foundational understanding of design principles and familiarity with AI concepts.
- Willingness to utilize AI design tools for strategic implementation in UX workflows.
Course Outline:
Lesson 1: Foundations of Artificial Intelligence (AI) in Design
- 1.1 Introduction to AI, Machine Learning, and Deep Learning
- 1.2 AI’s Impact on Design
- 1.3 Ethical Design and AI
Lesson 2: AI Tools and Technologies for Designers
- 2.1 Overview of AI Tools for Designers
- 2.2 Generative AI for Design
- 2.3 Integrating AI Tools
Lesson 3: AI-Assisted Content Creation and Strategy
- 3.1 AI in Content Strategy
- 3.2 Generative AI for Content
- 3.3 Implementing AI in Content Workflows
Lesson 4: Leveraging AI for User Research and Data Analysis
- 4.1 Automating UX Research with AI
- 4.2 Data Analysis with AI
- 4.3 Ethics in AI-Powered Research
Lesson 5: AI in Visual Design and Prototyping
- 5.1. AI for Visual Creativity
- 5.2. Prototyping with AI
- 5.3. Case Studies
Lesson 6: Enhancing UX with AI: Personalization and Adaptation
- 6.1 Personalized User Experiences with AI
- 6.2 Implementing AI for Personalization
- 6.3 Challenges and Solutions
Lesson 7: Future Trends: AI and Emerging Technologies in UX/UI Design
- 7.1. Emerging AI Technologies
- 7.2. Preparing for the Future
- 7.3. Ethical and Societal Implications
Lesson 8: Implementing AI in Your Design Process
- 8.1. Strategic Integration of AI
- 8.2. Overcoming Barriers to AI Adoption
- 8.3. Continuous Improvement
Optional Lesson: AI Agents for UX Design
- What Are AI Agents
- Applications of AI Agents in UX Design
- Application & Trend for AI agents in UX Design
