4. Practical Implementation of K-means Algorithm Using Python | Machine Learning Algorithms

Published: 17 May 2023
on channel: CodersArts

263

#codersarts #machinelearning #kmeans #unsupervised #datascience

In this video, we delve into the practical implementation of the K-means algorithm using Python. We explore the applications of this powerful algorithm and demonstrate the Elbow Method, a technique to determine the optimal number of clusters. Additionally, we cover the process of importing libraries and datasets, conducting exploratory data analysis, and examining different K-means models.

Time stamps :
00:00 Introduction
00:20 Table of Content
01:10 Intro
02:02 Applications
04:04 Elbow Method
04:11 Import libraries and datasets
06:27 Exploratory Data analysis
11:17 Different K means models
15:40 Conclusion

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