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Published
(Updated )
University of Oulu
Towards Data Mining
Learn essential data preprocessing skills for AI and machine learning. This course covers data gathering, handling missing values and outliers, privacy considerations, data merging, database utilization, and data normalization. Learn to ensure result generalizability with different techniques.
3 - 5 cr
Learn essential data preprocessing skills for AI and machine learning. This course covers data gathering, handling missing values and outliers, privacy considerations, signal merging, database utilization, and data normalization. Learn to ensure result generalizability with techniques like train-test-validate, cross-validation, and leave-one-out methods.
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Additional information and registration
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Additional information:
Fields
Information and communication technologies
Scope
3 - 5 cr
Code
521156S
Organiser
University of Oulu
Contact details
avoin.yliopisto@oulu.fi