Resources
Scientific Computing with Python
Intro to Scientific Computing in Python
Numpy Tutorial (Stanford CS231N)
Math
Probability and Statistics for Data Science (NYU)
ML for NLP
Neural Network Methods for Natural Language Processing
Linguistic Fundamentals for Natural Language Processing
NYU’s Natural Language Understanding with Distributed Representations - Lecture Notes
Other ML/DL
Andrew Ng’s ML [Coursera][Stanford]