/iml

ETH Zurich Machine Learning course on Supervised and Unsupervised Learning.

Primary LanguageJupyter Notebook

Machine Learning Course Projects

As part of the ML course, 4 projects worth 30% of the final grade had to be handed in. The hard baseline was successfully passed for each task.

Task Description
Task 1a Cross-validation and Ridge Regression
Task 1b Linear Regression
Task 2 Data Imputation and Kernelised Regression
Task 3 Image Similarity and Transfer Learning
Task 4 Transformers for NLP