Agglomerative Hierarchical Clustering | Python Code Example

In this video, we'll delve into the concept of Agglomerative Hierarchical Clustering. This technique involves grouping similar data points together in a hierarchical manner, making it easier to understand patterns and relationships within the data.

Code Demo - https://github.com/campusx-official/a...

============================
Do you want to learn from me?
Check my affordable mentorship program at : https://learnwith.campusx.in
============================

📱 Grow with us:
CampusX' LinkedIn:   / campusx-official  
CampusX on Instagram for daily tips:   / campusx.official  
My LinkedIn:   / nitish-singh-03412789  
Discord:   / discord  
E-mail us at [email protected]

✨ Hashtags✨

#HierarchicalClustering
#DataClustering
#MachineLearningAlgorithms
#DataAnalysis
#ClusteringTechniques
#AgglomerativeClustering

⌚Time Stamps⌚

00:00 - Intro
00:29 - The Need for Other Clustering Methods
03:35 - Clustering Methods
04:50 - Types of Hierarchial Clustering
13:03 - Coding the Algorithm
18:20 - Types of Agglomerative Clustering
19:03 - Single Link
21:44 - Complete Link
24:01 - Group Average
25:31 - Ward
27:22 - How to find the ideal number of clusters
30:57 - Hyperparameters
32:10 - Code Example
34:12 - Benefits of Hierarchial Clustering
36:10 - Limitations
37:05 - Outro