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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

Prerequisites:

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

Code

Name

Credits

Compulsory course

5

T-61.3050  Machine Learning: Basic Principles 5

Elective courses

15-20

 T-61.5130 Machine Learning and Neural Networks  5
 T-61.5140   Machine Learning: Advanced Probabilistic Methods  5
 T-61.5060 Algorithmic Methods of Data Mining  5
 ICS-E4030 Kernel Methods in Machine Learning  5
 T-61.5010 Information Visualization  5
T-61.5910 Research Project in Computer and Information Science 5

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