AV Artificial Intelligence

What it is about

You will gain a broad overview of methods in Artificial Intelligence and Machine Learning with a view to applications in vehicle engineering. In the end you will be able to classify appropriate ML and AI methods, implement them in code, evaluate and judge them, and apply fundamental neural networks and their variants to concrete tasks.

What you will be able to do

• Remember and understand categories of artificial intelligence
• apply, implement and evaluate suitable machine learning methods
• understand basic elements of neural networks and apply them to learning problems
• analyze different network types and apply them to vehicle engineering problems

What the module consists of

• VorlesungTransmission of theoretical foundations, derivation of more complex topics, discussion and transfer questions
• ÜbungPractical application: calculation and code examples, homework, discussion and forum; office hours for deeper understanding

Teaching method

• Vorlesung/Präsentationto convey the theoretical foundations and derivation of more complex content
• Diskussion/Interaktive Fragenpromotes transfer and enables exchange about solution approaches
• Übungsaufgaben und Coding-Beispieleto train practical skills, analysis and evaluation of models
• Hausaufgaben mit Forum und Sprechstundenfor deeper understanding, clarification of open questions and individual support
• Visualisierungen, Animationen, Videos und Hardware-Exponateto illustrate complex concepts and applications