ML

ML related resources, tutorials, and other materials to explore machine learning

Running Notebooks

• Using python2.7, pip install -r requirements.txt

Probability and Stats Review

• http://www.kevjohnson.org/pdfs/Probability_and_Stats_Refresher.pdf

Linear Algebra Review

• https://classroom.udacity.com/courses/ud953/
• http://www.cs.cmu.edu/~zkolter/course/15-884/linalg-review.pdf (good review, but beware of typos (although admittedly they got me to double check my understanding of the material))

Machine Learning Concepts

• https://www.coursera.org/learn/machine-learning
• https://web.stanford.edu/~hastie/Papers/ESLII.pdf

Machine Learning Practice

• https://classroom.udacity.com/nanodegrees/nd009t/syllabus/core-curriculum (expensive, but a project based approach that could be beneficial)