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
- 1
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
- 2
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
- 3
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
- 4
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
- 5
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
- 6
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
- 7
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
- 8
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
- 9
Optional Lesson: AI Agents for Design
- What Are AI Agents for Design process
- Types of AI Design Agents
Materials
All necessary course materials are included.
System requirements
Minimum technical expectations for the online learning environment. Your IT team can use this as a checklist.
Internet connectivity
Cable, Fiber, DSL, or LEO Satellite (i.e. Starlink) internet with speeds of at least 10mb/sec download and 5mb/sec upload are recommended for the best experience.
While cellular hotspots may allow access to our courses, users may experience connectivity issues by trying to access our learning management system. This is due to the potential high download and upload latency of cellular connections. Therefore, it is not recommended that students use a cellular hotspot as their primary way of accessing their courses.
Hardware
CPU: 1 GHz or higher RAM: 4 GB or higherResolution: 1280 x 720 or higher. 1920x1080 resolution is recommended for the best experience. Speakers / Headphones. Microphone for Webinar or Live Online sessions.
Operating system
Windows 7 or higher. Mac OSX 10 or higher. Latest Chrome OS. Latest Linux Distributions.
While we understand that our courses can be viewed on Android and iPhone devices, we do not recommend the use of these devices for our courses. The size of these devices do not provide a good learning environment for students taking online or live online based courses.
Web browser
Latest Google Chrome is recommended for the best experience. Latest Mozilla FireFox. Latest Microsoft Edge. Latest Apple Safari
Recommended software
Office suite software (Microsoft Office, OpenOffice, or LibreOffice). PDF reader program (Adobe Reader, FoxIt). Courses may require other software that is described in the above course outline.
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