Skip to main content
Home
  • Tutorials
    • Quality Assurance
    • Software Development
    • Machine Learning
    • Data Science
  • About Us
  • Contact
programsbuzz facebook programsbuzz twitter programsbuzz linkedin
  • Log in

Main navigation

  • Tutorials
    • Quality Assurance
    • Software Development
    • Machine Learning
    • Data Science
  • About Us
  • Contact

Types of Unsupervised Learning

Profile picture for user devanshi.srivastava
Written by devanshi.srivastava on 02/07/2022 - 08:58

Unsupervised Learning is classified into two:

Clustering

It is applied to group data based on different patterns, our machine model finds. Cluster analysis finds the commonalities between the data objects and categorizes them as per the presence and absence of those commonalities.

Association

It is an unsupervised learning method that is used for finding the relationships between variables in a large database.

Types of Clustering

  1. Exclusive Clustering: In this method, data are grouped in such a way that one data can belong to one cluster only.
  2. Hierarchical Clustering: In this technique, every data is a cluster. The iterative unions between the two nearest clusters reduce the number of clusters.
  3. Overlapping Clustering: It uses fuzzy sets to cluster data. Here each point may belong to two or more clusters with separate degrees of membership.

Some more algorithms

  • K-Means Clustering
  • DBSCAN – Density-Based Spatial Clustering of Applications with Noise
  • BIRCH – Balanced Iterative Reducing and Clustering using Hierarchies
  • KNN (k-nearest neighbours)
Related Content
Machine Learning Basics
Introduction to Unsupervised Learning
Difference between Supervised and Unsupervised Learning
  • Log in or register to post comments

Choose Your Technology

  1. Agile
  2. Apache Groovy
  3. Apache Hadoop
  4. Apache HBase
  5. Apache Spark
  6. Appium
  7. AutoIt
  8. AWS
  9. Behat
  10. Cucumber Java
  11. Cypress
  12. DBMS
  13. Drupal
  14. GitHub
  15. GitLab
  16. GoLang
  17. Gradle
  18. HTML
  19. ISTQB Foundation
  20. Java
  21. JavaScript
  22. JMeter
  23. JUnit
  24. Karate
  25. Kotlin
  26. LoadRunner
  27. matplotlib
  28. MongoDB
  29. MS SQL Server
  30. MySQL
  31. Nightwatch JS
  32. PactumJS
  33. PHP
  34. Playwright
  35. Playwright Java
  36. Playwright Python
  37. Postman
  38. Project Management
  39. Protractor
  40. PyDev
  41. Python
  42. Python NumPy
  43. Python Pandas
  44. Python Seaborn
  45. R Language
  46. REST Assured
  47. Ruby
  48. Selenide
© Copyright By iVagus Services Pvt. Ltd. 2023. All Rights Reserved.

Footer

  • Cookie Policy
  • Privacy Policy
  • Terms of Use