Module 2: Generative AI beyond Language Models (3 days)

Day 4: Leveraging Generative AI for Software Development

Instructors: Dr. André Meyer, Dr. Carol Alexandru & Prof. Dr.Thomas Fritz  

• Generative AI-support in software development

• Chances and risks of open-source versus closed-source generative AI

• Hands-on session

  • Creating your first app with Copilot as your programming buddy

Day 5: Designing Interactive AI Systems

Instructor: Prof. Dr. Jürgen Bernard

• Basics of Interactive Visual Data Analysis

• Interactive Machine Learning and Human-Centered AI 

  • Focus on non-textual data, including an iML live experience

• Data Exploration and Model Explanation

• Types of Human Engagement with AI

  • Beyond prompt engineering

• Applications of Interactive AI and Generative AI Systems 

• Hands-on session
  • Interactive Visual Data Analysis
  • Generative AI exercise

Day 6: Generative AI for Other Modalities

Instructor: Prof. Dr. Abraham Bernstein & Dr. Luca Rossetto

• Vision and Audio AI

  • Understanding generative AI in text-to-vision, vision-to-text, and audio applications

• Structured Data

  • Utilizing AI for structuring knowledge graphs