Upload
13,872

Subscription preferences

Loading...

Loading icon Loading...

Working...

caltech

Machine Learning Course - CS 156

  • by caltech
  • 18 videos
  • 93,148 views
  • 669 likes
  • 23 hours
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://itunesu.itunes.apple.com/audit/CODBABB3ZC and on the CS156 website - http://work.caltech.edu/telecourse.html
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 ...
Play all

Loading icon Loading...

Sign in to YouTube

Loading...
Working...
to add this to Watch Later

Add to