Udemy – Cluster Analysis and Unsupervised Machine Learning in Python 2023-11
Published on: 2024-01-06 04:53:09
Categories: 28
Description
Cluster Analysis and Unsupervised Machine Learning in Python is the name of the training course on cluster analysis and unsupervised machine learning in Python, published by Udemy website. Cluster analysis is one of the main unsupervised machine learning and data science. Is. Is. 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 an AI does not always arrive at the optimal answer, or perhaps there is no optimal correct answer. You like to let that 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’s and Y’s. This data has to come from the field, and in many cases this data is collected traditionally. Sometimes you do not have access to this type of information, or it is impossible or expensive to obtain it. But you can still get some idea of the data structure. If you do data analysis, pattern recognition in your data will be invaluable. This is where an unattended machine comes into play.
What you will learn in the this Course :
- Understand the regular K-Means algorithm
- Understand the soft or fuzzy K-Means Clustering algorithm
- Understand Hierarchical Clustering
- Apply Scipy’s Hierarchical Clustering library to data
-
Understand the different distance metrics used in clustering
-
Understand the Gaussian mixture model and how to use it for density estimation
-
Explain when GMM is equivalent to K-Means Clustering
Course details :
Publisher: Udemy
Instructor: Lazy Programmer Team , Lazy Programmer Inc
Language : English
Training level: introductory
Number of courses: 57
Training duration: 7h 55m
Course Content on 2023/12
Requirements :
- Know how to code in Python and Numpy
- Install Numpy and Scipy
- Matrix arithmetic, probability
Course Picture :
Simple Video :
Installation guide
After Extract, view with your favorite Player.
Subtitle: English
Quality: 720p
Changes:
Version 2023/11 compared to 2020/11 has increased by 1 lesson and the duration has decreased by 5 minutes.
Download Links
Download Part 1 – 1 GB
Download Part 2 – 671 MB
File Password(s): www.downloadly.ir
File Size:
1.67 GB
Leave a Comment (Please sign to comment)
