Basics: Take online courses with
coding assignments
Online courses for machine learning basics: Andrew Ng, Tom Mitchell, Nando de Freitas,
Fred Hamprecht, Geoff Hinton, Yaser S. Abu-Mostafa, Patrick H Winston or NPTEL
Universite de Sherbrooke,
IFT 725,
Automne 2013
- Detailed explanation of
theory
- Exercises in python
University of Oxford,
Machine Learning, Jan 2015
- Fast paced but overview
of recent developments
- Maps concepts to Torch
implementation
Fei Fei Li, Andrej Karpathy
Stanford University,
CS231N,
Jan-March 2015
- Explanations mapped to
python code
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