Hierarchical clustering in machine learning | Agglomerative Clustering explained

Hierarchical clustering in machine learning | Agglomerative Clustering explained
#HierarchicalClustering #UnfoldDataScience
Hello ,
My name is Aman and I am a Data Scientist.
About this video:
In this video, I explain about Hierarchical clustering in machine learning . Agglomerative Clustering is explained in this video. I explain about working
principal of Agglomerative and Divisive clustering. Below topics are explained this video:
1. Hierarchical clustering in machine learning .
2. Agglomerative Clustering
3. Agglomerative vs Divisive clustering
4. Hierarchical clustering explained with example
5. How Hierarchical clustering work
About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.
If you need Data Science training from scratch . Please fill this form (Please Note: Training is chargeable)
docs.google.com/forms/d/1Acua...
Book recommendation for Data Science:
Category 1 - Must Read For Every Data Scientist:
The Elements of Statistical Learning by Trevor Hastie - amzn.to/37wMo9H
Python Data Science Handbook - amzn.to/31UCScm
Business Statistics By Ken Black - amzn.to/2LObAA5
Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - amzn.to/3gV8sO9
Ctaegory 2 - Overall Data Science:
The Art of Data Science By Roger D. Peng - amzn.to/2KD75aD
Predictive Analytics By By Eric Siegel - amzn.to/3nsQftV
Data Science for Business By Foster Provost - amzn.to/3ajN8QZ
Category 3 - Statistics and Mathematics:
Naked Statistics By Charles Wheelan - amzn.to/3gXLdmp
Practical Statistics for Data Scientist By Peter Bruce - amzn.to/37wL9Y5
Category 4 - Machine Learning:
Introduction to machine learning by Andreas C Muller - amzn.to/3oZ3X7T
The Hundred Page Machine Learning Book by Andriy Burkov - amzn.to/3pdqCxJ
Category 5 - Programming:
The Pragmatic Programmer by David Thomas - amzn.to/2WqWXVj
Clean Code by Robert C. Martin - amzn.to/3oYOdlt
My Studio Setup:
My Camera : amzn.to/3mwXI9I
My Mic : amzn.to/34phfD0
My Tripod : amzn.to/3r4HeJA
My Ring Light : amzn.to/3gZz00F
Join Facebook group :
groups/41022...
Follow on medium : / amanrai77
Follow on quora: www.quora.com/profile/Aman-Ku...
Follow on twitter : @unfoldds
Get connected on LinkedIn : / aman-kumar-b4881440
Follow on Instagram : unfolddatascience
Watch Introduction to Data Science full playlist here : • Data Science In 15 Min...
Watch python for data science playlist here:
• Python Basics For Data...
Watch statistics and mathematics playlist here :
• Measures of Central Te...
Watch End to End Implementation of a simple machine learning model in Python here:
• How Does Machine Learn...
Learn Ensemble Model, Bagging and Boosting here:
• Introduction to Ensemb...
Build Career in Data Science Playlist:
• Channel updates - Unfo...
Artificial Neural Network and Deep Learning Playlist:
• Intuition behind neura...
Natural langugae Processing playlist:
• Natural Language Proce...
Understanding and building recommendation system:
• Recommendation System ...
Access all my codes here:
drive.google.com/drive/folder...
Have a different question for me? Ask me here : docs.google.com/forms/d/1ccgl...
My Music: www.bensound.com/royalty-free...

[@Monuchaitu44]

unable to stop myself commenting on seeing every video. kudooos bro.

[@UnfoldDataScience]

Thanks Chaitanya

[@sumitjain1655]

Aman is GURU of Data Science. Thanks Aman. Please keep up the great work. This is so simple in understanding. If possible also try to show the execution so that we can see it in action.
Truely amazin

[@UnfoldDataScience]

Thanks a ton Sumit.

[@chessfreak8813]

Crystal clear!

[@jaysoni7812]

Explanation is perfect thank you sir
Could you please combine all unsupervised learning videos and make playlist like you made for ensemble technique, actually i find you from ensemble playlist, and same thing with unsupervised learning i did not find unsupervised learning playlist but you have videos of that so if you combine it, it might help other people

[@012345678901u]

nice teaching ... sir please upload dataset of Kmeans in your drive..thanks

[@naveenkumardongre]

amazing, osm , great , excellent explanation sir thank u

[@UnfoldDataScience]

Most welcome

[@almonddonut1818]

Thank you!!!

[@shreerangakv7183]

Its like if I find the video in this channel then the concept is definitely clear.

[@UnfoldDataScience]

Thanks Shree for watching and motivating me through your comment.

[@sandipansarkar9211]

finished watching

[@ashulohar8948]

Hello aman, I have a doubt as u have mentioned X and Y axis but we do not have Y that is target variable right in unsupervised ML algos

[@lemonbitter7641]

please cover more of the clustering part sir, with example, you're video are very insightful.

[@UnfoldDataScience]

Thanks Lemon.

[@datascienceworld]

Thanks for the informative explanation.

[@UnfoldDataScience]

Glad it was helpful!

[@surabhiverma1283]

well explained. Thanks, sir

[@UnfoldDataScience]

Welcome Surabhi

[@61_shivangbhardwaj46]

Thnx sir😊

[@UnfoldDataScience]

Most welcome

[@amritakaul87]

hi can u explain abt finding centroid in hierarchical clustering, gmm?

[@mosama22]

Thank you Aman :-)

[@UnfoldDataScience]

You are welcome. Continue learning and watching.

[@svk1869]

Please make video on Interview Questions on Hirrachical Algorithm

[@narendrakodavalli9469]

Can hirerical clustering predict new data

[@satwaki007]

Where did u study for Data science ?

[@AtoZ12458]

Many youtubers learn from your video and explain in hindi. And they are famous 😅😅

[@UnfoldDataScience]

Good to know: )

[@jaysoni7812]

please cover interview question of hierarchical cluster

[@UnfoldDataScience]

Sure.

[@gauravkamble9702]

Sir, why aren't you taking mock interviews nowadays?
And what do I need to do if I want to give one?

[@UnfoldDataScience]

Hi Gaurav, People who have filled form are not available due to various reasons. If you want to give, I can schedule for this Saturday. Is that ok? mail me for confirmation.

[@gauravkamble9702]

@@UnfoldDataScience Definitely Sir. I'll mail you the same.

[@vallimuthaiyah5098]

Thanks Aman for clear explanation 👍 can u please cover for which type of data set we can use hierarchical clustering and how to choose between agglometric and divisive clustering.. also what all the industrial applications that is using this type of clustering.. Also how it works for imbalanced dataset?

[@UnfoldDataScience]

Thanks Valli. I will cover these topic in next video when I discuss interview question. Sure. Thanks for asking.