Course Contents
introduction to deep learning, mathematical foundations, Keras and TensorFlow, classification, convolutional neural nets, adversarial deep learning, text generation
Literature
Deep Learning with Python (2nd edition) - François Chollet
Preconditions
recommended: Python Basics, ADM, Introduction to Optimization
Online Offerings
moodle
introduction to deep learning, mathematical foundations, Keras and TensorFlow, classification, convolutional neural nets, adversarial deep learning, text generation
Literature
Deep Learning with Python (2nd edition) - François Chollet
Preconditions
recommended: Python Basics, ADM, Introduction to Optimization
Online Offerings
moodle
- Lehrende: Yann Disser
Semester: ST 2023