Udemy – Cluster Analysis and Unsupervised Machine Learning in Python 2023-11 – Download

Description

Cluster Analysis and Unsupervised Machine Learning in Python is the name of the training on cluster analysis and unsupervised machine learning in Python, published by the Udemy website. Cluster analysis is one of the leading methods in unsupervised machine learning and data science. East. East. Which is very useful for data mining and big data because using a supervised machine automatically finds patterns in the data, without the need for threading. In the real world, imagine that a robot or AI doesn’t always arrive at the optimal answer, or maybe there is no good optimal answer. You like letting this robot explore the world on its own and learn things just by looking for patterns. do we get We always seem to have a nice CSV or table with the corresponding X and Y. This data must come from the field and, in many cases, is collected in traditional ways. Sometimes you don’t have access to this type of information, or it’s impossible or expensive to obtain. But you can still get an idea of the data structure. If you are doing data analysis, pattern recognition in your data will be invaluable. This is where an unattended machine comes into play.

What will you learn in this course ,

Understanding the usual K-Means algorithm
Understanding Soft or Fuzzy K-Means Clustering Algorithm
Understanding Hierarchical Clustering
Apply Scipy Hierarchical Clustering Library to Data
Understand the different distance metrics used in clustering
Understanding the Gaussian Mixture Model and how to use it for density estimation
Explain when GMM is equivalent to K-Means clustering

Course details:

Editor: Udemy
Instructor: Lazy Programmer Team, Lazy Programmer Inc
French language
Level of training: introduction
Number of courses: 57
Duration of training: 7h 55m

Course content 2023/12

Cluster Analysis and Unsupervised Machine Learning in Python

Requirements:

Know how to code in Python and Numpy
Install Numpy and Scipy
Matrix arithmetic, probability

Photo of the course:

Cluster Analysis and Unsupervised Machine Learning in Python

Simple video:

installation guide

After ripping, view with your favorite player.

Subtitle: English

Quality: 720p

Changes:

Version 2023/11 compared to 2020/11 increased by 1 lesson and the duration decreased by 5 minutes.