Machine Learning and Data Mining

Code: SCI3070

Extent: 20-25 credits

Language: English

Teacher in charge: Professor Samuel Kaski

Target group: All master's students with sufficient prerequisite knowledge.

Application procedure: Open for all students of Aalto University

Quotas and restrictions: No quotas


Please check the prerequisites of the courses before signing up.


Content and structure of the minor

Students take the compulsory course T-61.3050 Machine Learning: Basic Principles and select additional courses from the elective courses list.

Structure of the minor




Compulsory course


CS-E3210 Machine Learning: Basic Principles 5

Elective courses


CS-E5710 Bayesian Data Analysis 5
CS-E4810 Machine Learning and Neural Networks  5
CS-E4820 Machine Learning: Advanced Probabilistic Methods  5
CS-E4600 Algorithmic Methods of Data Mining  5
CS-E4830 Kernel Methods in Machine Learning  5
CS-E4840 Information Visualization  5
CS-E4870 Research Project in Machine Learning and Data Science 5

Login Form

Powered by jms multisite for joomla