Unsupervised Machine Learning Hidden Markov Models in Python

Description

In this course, you will :

• 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