K-Means Clustering Machine Learning Project | Unsupervised Learning Tutorial for Beginners

In this video, we learn about Clustering in Unsupervised Machine Learning and build a complete K-Means Clustering Project from scratch.

📌 Topics Covered:

What is Unsupervised Learning?
What is Clustering?
Types of Clustering
K-Means Algorithm
Centroids
WCSS (Within Cluster Sum of Squares)
Elbow Method
Finding the Optimal Number of Clusters
Training a K-Means Model
Complete Machine Learning Project
Cluster Visualization

This tutorial is designed for beginners who want to learn Machine Learning practically using Python and Scikit-Learn.
Data Source
URL of Data Source : https://www.kaggle.com/datasets/jangid6/mall-customerdata-with-nulls

Hashtags
#MachineLearning #UnsupervisedLearning #Clustering #KMeans #DataScience #Python #ScikitLearn #ArtificialIntelligence #MLProject #DataAnalytics

Playlist Description

Welcome to the Machine Learning Projects Series. In this playlist, you will learn real-world Machine Learning projects from beginner to advanced level. Each project includes data preprocessing, model training, evaluation, visualization, and practical implementation using Python and Scikit-Learn

Видео K-Means Clustering Machine Learning Project | Unsupervised Learning Tutorial for Beginners канала Code & Secure AI