Clustering Project

Python for Data Science: Clustering Demystified

ADVANCED

#python

Author: Edoardo Cantagallo

Course description

In this project, we are going to understand what a cluster is and how to use it in Python.

Complete all chapters to get certificate

In this project, we are going to understand what a cluster is and how to use it in Python.

Introduction

Import Necessary Libraries and Data

Preliminary Analysis

Data Preparation

Declare Feature Vector and Target Variable

Convert Categorical Variable into Integers

Feature Scaling

K-Means Model with Two Clusters

Check the Quality

How many Clusters?

K-Means Model with 4 Clusters