Agglomerative Hierarchical Clustering | Python Code Example
33.3 هزار بار بازدید -
3 سال پیش
-
In this video, we'll delve
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...
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✨ 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
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: LinkedIn: campusx-official
CampusX on Instagram for daily tips: Instagram: campusx.official
My LinkedIn: LinkedIn: nitish-singh-03412789
Discord: 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
3 سال پیش
در تاریخ 1400/08/16 منتشر شده
است.
33,321
بـار بازدید شده