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At Caltech, scholars expand human knowledge and benefit society through bold, collaborative explorations in science and engineering.

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Youtube

29-07-2024
Machine Learning Course - CS 156

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.
Find course materials in the iTunes U Course App - https://itunes.apple.com/us/course/machine-learning/id515364596 and on the CS156 website - http://work.caltech.edu/telecourse.html