Lern- und Qualifikationsziele
Understanding of Concepts and hands-on experience with simple problems of statistics and machine learning.
Voraussetzungen
python
Gliederung / Themen / Inhalte
Gliederung:
Basic Concepts
Statistics for ML
Boosted Decision Trees
Neural Networks
Autoencoders
Learning Algorithms
Interpretability of NN
Transformers
- Kursverantwortliche/r: PD Dr. Judith Katzy
Semester: WiSe 2024/25