I am a 1year experienced software engineer in a small company. I have been learning Machine Learning recently for company's project. Do you recommend me this course? I want to learn the concept systematically.
https://news.ycombinator.com/item?id=43391604
https://news.ycombinator.com/item?id=43395172
These resources were helpful for me. Note that, [1] and [2] are concerned about systematic understanding rather than hands on. [3] is a hands on exercise to build neural networks from ground up.
1. A fantastic resource and best resourse IMO, for getting probablistic perspective about machine learning from ground up:
https://www.youtube.com/watch?v=2MuDZIAzBMY&list=PLoROMvodv4...
2. Another good free course.
https://work.caltech.edu/telecourse
3. For hands on after getting some knowledge and building things from ground up:
https://www.youtube.com/watch?v=VMj-3S1tku0&list=PLAqhIrjkxb...
No doubt CMU's intro to deep learning course is good, you might find some other goodies in that link too.