Just recently I have written a "Machine Learning for Web Developers in JavaScript" blog post [0]. If you are a web developer, it might be interesting for you. It outlines my approach of learning it and gives a couple of great resources for JavaScript enthusiasts. Otherwise, I will just post a couple of the materials I used below. It's not only video courses, because I believe it's always useful to stimulate all senses.
- [0] https://www.robinwieruch.de/machine-learning-javascript-web-...
Podcast:
- http://ocdevel.com/podcasts/machine-learning
Courses:
- https://www.coursera.org/learn/machine-learning
- https://de.udacity.com/course/machine-learning-engineer-nano...
- https://www.coursera.org/specializations/deep-learning
- http://course.fast.ai/
Books:
- https://www.amazon.com/gp/product/B014X01SS0/
- http://www.deeplearningbook.org/
- http://neuralnetworksanddeeplearning.com/
- https://www.safaribooksonline.com/library/view/deep-learning...
Math:
- http://www.fast.ai/2017/07/17/num-lin-alg/
- https://www.khanacademy.org/math/linear-algebra
- https://www.khanacademy.org/math/statistics-probability
- https://www.khanacademy.org/math/calculus-home
JavaScript ML:
- https://bri.im/
- https://github.com/javascript-machine-learning