Where do I start with learning machine learning math? • /r/MachineLearning

Know different statistical distributions, eigen vectors/values, matrix transformations, summations of 3 indices, correlation measures, and network analysis (nearest neighbors and jaccard similarity), and hierarchical clustering . If you use Python I recommend sklearn, lots of docs . PyData on YouTube has really good tutorials for using this. Also, representing the data and visualizing it is a really important part. Bokeh is pretty cool too but there's less docs that use it .