Machine Learning coursework

Module 1. Supervised learning 1

• Weighted linear regression for salary prediction
• Naive Bayes spam classifier
• Report (theoretical / pratical solutions)

Module 2. Supervised learning 2

• CIFAR-10 classification with AlexNet
• Indoor Localization
• Report (theoretical / pratical solutions)

Module 3. Unsupervised learning

• Anomaly detection
• Image compression
• Eigenfaces
• Unmixing sounds
• Report (theoretical / pratical solutions)

Final Project

• Kidney Tumor Segmentation Challenge 2019
• Project Report