Ordinary VS Bayesian Linear Regression

Walkthrough of the intuition behind Bayesian regression and a comparison with ordinary linear regression using a practical example in Pyro.

First Steps with Word Embeddings

This post explains word2vec, GloVe and fasttext in detail and shows how to use pre-trained models for each in Python.