Agentic AI in Modern Business

What it is about

You will learn how modern Agentic AI works and how to design and implement LLM-based agents. In the end you will be able to build agents with context management, memory, tool usage, planning and reflection and complete a small Agentic-AI project.

What you will be able to do

• Understand the fundamentals and architectures of Agentic AI
• Develop LLM-based agents with tool integration
• Apply context engineering, persistent memory and knowledge management
• Use functional Tool-Calling and API integration
• Know the basics of reinforcement learning to improve agents
• Design, implement and evaluate a small project

What the module consists of

• VorlesungIntroduction to fundamentals and current research topics
• Praktische ÜbungenDesign, implementation and evaluation of Agentic-AI workflows
• GruppenarbeitDevelopment and execution of the agent project
• Diskussionen / Paper ReadingCritical reflection on applications and limits of Agentic AI

Teaching method

• Reverse ClassroomLectures convey fundamentals; practical sessions and group work deepen what was learned
• Hands-on ÜbungenEnable own implementations and evaluations
• Gruppenprojekte und PräsentationenFoster application, teamwork and communication of results