Udemy - Unsupervised Machine Learning Hidden Markov Models in Python 2023-11 - Download
Description
Unsupervised Machine Learning Hidden Markov Models in Python is a Udemy course that explains hidden Markov models for stock price analysis, language modeling, website statistics, and biology. A hidden Markov model is generally associated with sequels. The sequence includes many data suitable for building the model. For example, the value of a stock is a sequence of prices, and a language is a sequence of words. In short, sequels are everywhere, and being able to analyze them is an essential data science skill.
In this tutorial, you will learn how to measure the probability distribution of a sequence of random variables and learn a lot about deep learning. During this time we will work with Theano and Tensorflow libraries and fully explain the hidden Markov model. This course explores many Markov models and the hidden Markov model, as well as how to analyze and predict disease and health models.
Courses taught in this course:
- Familiarity with different Hidden Markov Model programs
- Understand how the Markov model works
- Writing code for a Markov model
- Applying a Markov model to a data series
- Applying the Markov model to language
- Writing a hidden Markov model using Theano
Specifications of Hidden Markov Models for Unsupervised Machine Learning in Python:
- Publisher: Udemy
- Instructor: Lazy Programmer Inc.
- English
- Duration: 9 hours and 46 minutes
- Number of lessons: 65
- Education level: average
Course content 2024/2
Course prerequisites
- Knowledge of probability and statistics
- Understanding Gaussian Mixture Models
- Be comfortable with Python and Numpy
Pictures
Sample movie
installation manual
After extracting, watch with your favorite player.
Subtitle: English
Quality: 720p
Changes:
Version 2020/12 has increased the number and duration of 1 lesson by 12 minutes compared to 2018/10.
Version 2023/11 has increased the number of 2 lessons and the duration by 33 minutes compared to 2020/12.
Download link
File passwords: www.downloadly.ir
size
1.99GB