3 ms·
Prof Yaser S. Abu-Mostafa's Caltech course "Learning from Data" (http://work.caltech.edu/telecourse http://work.caltech.edu/telecourse) is probably the best int
by espeed 13y ago
Prof Yaser S. Abu-Mostafa's Caltech course "Learning from Data" (http://work.caltech.edu/telecourse http://work.caltech.edu/telecourse) is probably the best introductory course for really understanding the physics of how machine learning works.
See Prof's Yaser's 1 min overview: http://www.youtube.com/watch?v=KlP0DpiM7Lw http://www.youtube.com/watch?v=KlP0DpiM7Lw
The "Learning from Data Book" videos are online for free, and the book is on Amazon...
Videos: http://home.caltech.edu/lectures.html http://home.caltech.edu/lectures.html
Book: http://www.amazon.com/Learning-From-Data-Yaser-Abu-Mostafa/dp/1600490069 http://www.amazon.com/Learning-From-Data-Yaser-Abu-Mostafa/d...
The course is also availble on EdX: https://www.edx.org/course/caltechx/cs1156x/learning-data/1120 https://www.edx.org/course/caltechx/cs1156x/learning-data/11...
- eli_gottlieb 13y agoI've got the book. It's a great book, even though the Machine Learning course here at Technion is more Bayesian than AML's seemingly PAC and VC-focused book.