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Teaching

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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)