This repository is used to host the files needed for the exercise sessions and the computer lab in the course Statistical Machine Learning at Uppsala University.
The material associated with each session is given below together with a set of recommended problems.
For each session, the material consists of the following:
Pen-and-paper class:
- Single pdf file with problems and solutions.
Computer class:
- Jupyter notebook with problems.
- Direct link to run notebook in Google Colab.
- Notebook exported to HTML with solutions.
Data used in the computer classes can be downloaded directly in the notebooks. For offline use, we recommend you download the whole repository and make the necessary changes to the notebook by commenting/uncommenting appropriate lines.
For the computer lab about deep learning the following resources are available: