This is a small subset of a vast reference published by Eren Golge. I've selected what I believe to be of interest to many of us, but the initial list is far bigger.
Support Vector Machines
Clustering
Dimensionality Reduction
Anomaly Detection
Collaborative Filtering
Large Scale Machine Learning
Other (internal, DSC) links
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