Unsupervised Machine Learning Hidden Markov Models in Python

HMMs for stock price analysis, language modeling, web analytics, biology, and PageRank.
4.71 (4353 reviews)
Udemy
platform
English
language
Data Science
category
Lazy Programmer Inc.
instructor
Unsupervised Machine Learning Hidden Markov Models in Python
31,091
students
10 hours
content
Mar 2025
last update
$29.99
regular price

What you will learn

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

Screenshots

Unsupervised Machine Learning Hidden Markov Models in Python - Screenshot_01Unsupervised Machine Learning Hidden Markov Models in Python - Screenshot_02Unsupervised Machine Learning Hidden Markov Models in Python - Screenshot_03Unsupervised Machine Learning Hidden Markov Models in Python - Screenshot_04
Related Topics
872834
udemy ID
6/9/2016
course created date
8/10/2019
course indexed date
Bot
course submited by