MPA-MLF

This repository contains lab tasks for course Machine learning fundamentals MLA-MLF, taught at Brno University on Technology (BUT), Czech Republic

Note: the lab files are continuously updated according to the schedule of MPA-MLF course

Lab list

1. Python basics
2. Kmeans
3. SVM
4. PCA
5. Feedforward Neural Networks
6. Feedforward Neural Networks with regularization techniques and hyperparameter tunning
7. Convolutional Neural Networks
8. Recurent Neural Networks