Exercise 1: Function Approximation
Exercise 2: Fraud Detection - Balanced
Exercise 3: Inference
Exercise 4a: CNN Training Exercise 4b: CNN Training with PyTorch
Exercise 5: Resources for Inference
Exercise 6: Training Resource Requirements, Resource Calculation and Resource Profiling
Exercise 7: Quantisation
Exercise 8: Embedded AI Software Development
Inference of a CNN on a smartphone & microcontroller
Exercise 9a: Multi-Objective Neural Network Optimization with Optuna (FC)
Exercise 9b: Multi-Objective Neural Network Optimization with Optuna (CNN)