Unsupervised Machine Learning Hidden Markov Models in Python

Created by Lazy Programmer Inc. Understand and enumerate the various applications of Markov Models and Hidden Markov Models Understand how Markov Models work Write a Markov Model in code Apply Markov Models to any sequence of data Understand the mathematics behind Markov chains Apply Markov models to language Apply Markov models to website analytics Understand how Google's PageRank works Understand Hidden Markov Models Write a Hidden Markov Model in Code Write a Hidden Markov Model using Theano Understand how gradient descent, which is normally used in deep learning, can be used for HMMs Learn how to create state of the art neural networks for deep learning with Facebook's PyTorch Deep Learning library!