Machine Learning

Online Courses

• Machine Learning by Andrew Ng - https://www.coursera.org/learn/machine-learning

• Neuromatch Deep Learning - https://deeplearning.neuromatch.io

Math

• Neural networks by 3blue1brown - https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi

Interview Preparation

• ML Interviews book - https://huyenchip.com/ml-interviews-book/

• Data Science Interviews - https://ds-interviews.org/

Applied ML

• ApplyingML - https://applyingml.com/

• Data Science for Startups book - https://bgweber.github.io/

Machine Learning University

This is an incredible collection of resources to learn machine learning: books, online courses, tutorials and websites.

https://github.com/d0r1h/ML-University