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* Linear algebra: https://www.khanacademy.org/math/linear-algebra
This is a prerequisite for machine learning.
* Machine learning:
https://www.coursera.org/learn/machine-learning/
(https://www.youtube.com/playlist?list=PLLH73N9cB21V_O2JqILVX557BST2cqJw4) https://www.coursera.org/learn/machine-learning/(https://www.youtube.com/playlist?list=PLLH73N9cB21V_O2JqILVX557BST2cqJw4)
If you decide having a solid knowledge of ML, taking this course will be an efficient way to do so. During this course, the assigned `matlab` homeworks are suggested to be done for a better understanding.
* Deep learning with less material: http://ufldl.stanford.edu/tutorial/