Teaching

Teaching materials

Pen and Paper Exercises in Machine Learning
M. U. Gutmann
University of Edinburgh 2022
[url] [arxiv]

Courses at the University of Edinburgh

• 2023/24: Probabilistic Modelling and Reasoning

• 2023/24: Informatics 2 - Foundations of Data Science

• 2022/23: Probabilistic Modelling and Reasoning

• 2021/22: Probabilistic Modelling and Reasoning

• 2020/21: Data Mining and Exploration

• 2019/20: Probabilistic Modelling and Reasoning

• 2018/19: Probabilistic Modelling and Reasoning

• 2017/18: Probabilistic Modelling and Reasoning

• 2016/17: Data Mining and Exploration

Courses at the University of Helsinki

• 2015/16: Projects in Markov Random Fields

• 2015/16: Learning Markov Random Fields and Models of Statistical Physics from Data

• 2010/11: Unsupervised Machine Learning (exercises and projects)

• 2009/10: Unsupervised Machine Learning (exercises and projects)

• 2009/10: Seminar on Neuroinformatics 2 – Natural Image Statistics

• 2009/09: Unsupervised Machine Learning (exercises and projects)