course material for machine learning, taought in MFT Pirouzi. we want to cover:
- linear algebra
- probability
- classical machine learning
- Deep learning
- deep learning architectures
Frameworks and languages:
- Python
- Sklearn
- Tensorflow (+ keras)
check: https://github.com/EtzionR/Clustering-by-Silhouette and cluster the data using DBSCAN and K-means