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This Author: Yaser Abu-Mostafa
This Publisher: Caltech

Machine Learning by Yaser Abu-Mostafa

Machine Learning

by Yaser Abu-Mostafa


Title Details

Running Time
23 Hrs.


This is an introductory course by Caltech Professor Yaser Abu-Mostafa on machine learning that covers the basic theory, algorithms, and applications. Machine learning (ML) enables computational systems to adaptively improve their performance with experience accumulated from the observed data. ML techniques are widely applied in engineering, science, finance, and commerce to build systems for which we do not have full mathematical specification (and that covers a lot of systems). The course balances theory and practice, and covers the mathematical as well as the heuristic aspects.

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