CPSC 340: Machine Learning and Data Mining
CPSC 340: Machine Learning and Data Mining (2012, University of British Columbia). Instructor: Professor Nando de Freitas. This course will provide an introduction to machine learning and data mining. It will teach the basic principles and skills required for analysing data in a principled way: finding statistical patterns, dimensionality reduction, clustering, classification and prediction. Students will also have the opportunity of learning Python, a widely used programming language.
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CPSC 340 - Machine Learning and Data Mining Instructor: Nando de Freitas. Lecture Slides. Assignments. The analysis of data is an important research and development frontier. |