Implementing gradient descent in order to estimate logistic regression coefficients

Walking through the forward pass described in the Kipf and Welling paper

Clustering in Python with k-Means

Assessing the quality of machine learning classifiers with scikit-learn

Implementing a Navie Bayes Classifier from scratch in Python

Expectation maximization from scratch in R