4 Basic Types of Cluster Analysis used in Data Analytics
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- Опубликовано: 15 июл 2024
- Learn 4 basic types of cluster analysis and how to use them in data analytics and data science. This video reviews the basics of centroid clustering, density clustering, distribution clustering, and connectivity clustering.
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So much needed to get an overview of a high-level classification of clustering algorithms.
I am really thankful for your so great and understandable teaching about the topic. Also I appreciate your positive energy.
Wish the best for you Tessa.
Thank you! Best introduction by details/time spent.
Very good stuff, just straight up understandable like it should be!!
A great example for explanation. Really liked the teaching method. Subscribed.
This was incredibly clear!
so well explained. thank you, this video was really helpful!
This was really helpful!
Thanks for this awesome explanation helped me in my DP100 Exam. Thanks from J&K India.
Amazon decoded, thanks for such clear and informative explanation. Your explanation is great in depth.👍
Keep up the good work I really love your content
Truly nice explanation! Thanks!
Nicely explained........now I am clear about which method to use
Keep doing good work Ms.
Amazing explanation! Thanks!
Thank you; so very well presented!
I understood every single thing in this video. I don't think I can say that for any data science video I've ever seen.
Thanks for the great review!
Great great great explanation!!! You saved my life. Thank you soooo very much! and agree about very cool energies!! :)
Excellent!. Well explained.
Great video thanks!
That was very good and helpful, thank you :)
This is very underrated and this needs more attention also why'd you guys stop uploading ! :( We need more of this !
Amazing, thanks!
very helpful, thanks heaps
Great job!
Fantastic explanation
this was really good. thank you
Nice explanation
nice explanation. Would be much much better to have pros and cons of each of them and how expensive they are.
Data Science wednesday... love it ha ha.. Thank you for the video.
Perfect explaination
Wodrful keep it up
Love that fleabag also teaches statistics ❤
Nicely presented.
Thanks a lot .
Excellent!
very helpful..................my DREAMS from Somalia
Thanx mam it really help ful❤️
thank you for you time
Well done!
Good explanation
Continue posting!
thank you!
Helpfull dear
It's so awesome, so understandable and easy to learn.
I hope watch more and more lecture from you.
Tnxfull
Same here. Waiting for detail course on Data Science
Nice video
thank you
Thank you mam
This is excellent, do you have video on use case of all four analytic?
Thanks
Why did you stop to make a video?
I liked your content, and the explanation is straightforward to understand.
Please continue to make a video.
Great
I just fell in love for 8.52 min when Tessa is teaching.
very well explained, thank you for the video.. but just wondering why do we always have to pretend and assume in stats
I am clustered. thank you
very good
this is interesting. What happened to the other hierarchical methods that centroid belongs to?
Do you have more videos on Connectivity Clustering
Connectivity Clustering reminds me to Graph Database Technology...
ty
It might help to say what variables you're plotting on the axes. :)
what are the exact names and tools for clustering methods in deep learning?
Amazing tutorial, Thank you! I have one question: How would you know when to use what if you can't visualize data since it has multiple features? -> use pca to reduce dimensionality then plot and then use un-reduced data to train??
Have you ever found an answer to this question? I am curious as well.
I am curious too
use underlying assumptions of cluster generation processes
Have you found an answer?
Very informative👍....where does K-Means clustering belong?
Thanks so much for this! It's really useful
I am wondering if anyone has advice on how I could run a connectivity-based cluster analysis. I have a dataset that includes different VC firms and the companies they have invested in. I'd like to organize the data to see which companies overlap the most in terms of the investments they made.
Is this possible in excel?
Interesting question. Wish I had an answer to it!
Thank you for your great explanation. Its easy to catch up 😊
👍👍🌝
I wish she could be my instructor at my university.
Very informative video Ms.Jones
Can share light on example algorithms for Density and Distribution clustering.
Like Kmeans for centroid and Hierarchical clustering for connectivity clusterings.
i was here to ask the same question
wow
Very good explanation :)
Supb
Why did you stop posting videos
Audio is really bad in this video, it gives me a headache however it is an excelent video.
is connectivity clustering = hierarchical clustering ???
ill have my coming out as a fish people right here!
I'm a little sad the last video is from 2018. I whish there were mre of these..
I love you
Your very beautiful madam
nice teaching. actually i was admiring your face. how pretty you are!!!!
I'm sorry she was our tutor for 9 minutes
I see a LOT of compliments in the comments. I don't get it.
I'm not the slightest bit convinced you understood even a single one of the topics you explained. Even the diagrams were clesrly ones you "regurgitated" from lectures no doubt RAMMED down your throat by teachers equally-confused but intolerant of being questioned by you or other students.
And so you're now merely PROPAGATING the bad lessons you badly lesrned from bad teachers...all in an attempt to be perceived as "gurus". Gosh this is fatiguing.
As a Data Scientist going back DECADES, I offer you this friendly challenge:
START OVER.
START EMPTY
REGURGITATE NOTHING.
I DARE you to stsnd at an EMPTY board and in your OWN words, your OWN illustrations attempt to explain those SAME topics.
Then you'll realize whether you GENUINELY UNDERSTAND the concepts you're professing to know...
...or if you're just another parrot in an ever- growing FLOCK of parrots all making videos and claiming expertise, when in reality you just know how to "run some code" that someone else developed, and luckily you only have ro fool some custoneds who can't tell the difference...
-old fart data scientist (since before Al Gore invented The Internet)
Dude, get a life!
@@rohitnirmal1024 I suppose I deserved that, but I'll leave you with this: if all you seek is false praise from your buddies...
...I think you're capable of more.
But go ahead - prove me wrong ;-)
Jesus I'm going to fail this class
Nicely explained!But why do some teachers have to be so attractive!!Its distractive for some people!!...:)
I'm sorry she was our tutor for 9 minutes
u speak very fast so i can"t understand
You can't understand because your english is not good. Sorry
Playback at 0.75 in that case
I love you vary mach . Pleg marrie me
I'm sorry she was like your sister
Your English spellings 😂🤣😆
it is disgusting how people keep making this lip sucking or kissing sound while they are talking … I couldn't make it to the end of the video
tqsm
Thanks