/kmeans-clustering

This is a python-based implementation of k-Means Algorithm for clustering of salaried employees.

Primary LanguageJupyter Notebook

Clustering of Salaried Employees using k-Means

This is a python-based implementation of k-Means Algorithm for clustering of salaried employees.

Language and Libraries

Seaborn Seaborn scikit_learn

Dataset link

Attribute Information:

  1. Company Name
  2. Designation
  3. Experience
  4. Loacation
  5. Qualification
  6. Qualification 2
  7. Salary
  8. Category

Table of Content

  1. Importing Libraires
  2. Loading Dataset
  3. Data Information
  4. Data Cleaning
  5. Data Transformation
  6. Data reduction
  7. Finding Optimal k
  8. k-Means Algorithm
  9. Final Clustering