Dear Mahesh, I hope this message finds you well. I wanted to take a moment to express my deepest appreciation for all the knowledge and guidance you have provided me in learning the K-means algorithm. I cannot emphasize enough how much I owe to you for opening my eyes to this fascinating topic. Your passion for the subject and your teaching skills are truly unparalleled. Your ability to break down complex concepts and explain them in a way that is accessible to anyone is nothing short of amazing. Your dedication to helping me understand the nuances of the algorithm and its various applications has been truly inspiring. The impact of your teaching on my understanding of machine learning and data analysis cannot be overstated. You have not only taught me the K-means algorithm, but also instilled in me a deeper appreciation for the art and science of data analysis. I am grateful for the time and effort you invested in me, and I will always treasure the knowledge and skills you have imparted to me. Your influence has truly been transformative, and I cannot thank you enough for all that you have done for me. With deepest gratitude, HITNUT
I watched 30 minutes video on same topic but understand nothing but here i understood same topic in just 8 minutes....hats off to you sir....i know you worked very much for this 8 minutes video..i cant give money to you but can give tons of appreciation.
This was the eaxct kinda video I was searching for that clearly explains how to calculate,re-calculate the Centroid. Thanks so much! Liked and subscribed!
Thank you very much. I really loved that you taken this example from the book called Data Mining Concepts and Techniques from the Forth Edition, which really helped me to solve the exercises found in this book.
This is the best video out there about K Means Clustering. I genuinly noted myself "to check Mahesh Huddar's K Means Clustering video in case of you forget". Thank you Mr. Huddar!
good video. I think at 5:32 you made a typo writing down the third centroid 1.5, 3.5 but you wrote 1.5, 1.5 in the table. the values are still correct though
Hi Mahesh, Could you also please explaiin about the WCSS, that the algorithm actually uses to find the lease value of K, that optimizes the clustering of the dataset in question. Also, Could you please explain about the cluster validation
Hi there, very thank for this nice video .. I hope you can make a video about deep clustering that is very important topic and I am sure you can explain it with a nice details .. regards
Thankyou for understanding the example its apreciative presentation but still don't know about exact defination although i come to know this mathematical example by formula....😊
I have exam in 3 hours this helped me a lot
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Same
And having 3 hrs in exam u are commenting on channel😂
I have exam in one hour😢
@@appleuser1882 all the best buddy
Dear Mahesh,
I hope this message finds you well. I wanted to take a moment to express my deepest appreciation for all the knowledge and guidance you have provided me in learning the K-means algorithm. I cannot emphasize enough how much I owe to you for opening my eyes to this fascinating topic.
Your passion for the subject and your teaching skills are truly unparalleled. Your ability to break down complex concepts and explain them in a way that is accessible to anyone is nothing short of amazing. Your dedication to helping me understand the nuances of the algorithm and its various applications has been truly inspiring.
The impact of your teaching on my understanding of machine learning and data analysis cannot be overstated. You have not only taught me the K-means algorithm, but also instilled in me a deeper appreciation for the art and science of data analysis.
I am grateful for the time and effort you invested in me, and I will always treasure the knowledge and skills you have imparted to me. Your influence has truly been transformative, and I cannot thank you enough for all that you have done for me.
With deepest gratitude,
HITNUT
Thanks for your words
Glad that my videos help you to learn machine learning
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Okay so I believe Chatgpt didn't help you here. But indeed his lecture is crisp and awesome! 😂❤
@@Logadharani thought same 😂😅
@@MaheshHuddarsir if 5 points are given what we have to select as distance values
Bro is down to his knees good lord
I watched 30 minutes video on same topic but understand nothing but here i understood same topic in just 8 minutes....hats off to you sir....i know you worked very much for this 8 minutes video..i cant give money to you but can give tons of appreciation.
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@@MaheshHuddar I got 8.5 cgpa total after studying this...
@@ASIFAlI-lq4rd do share the videos to your friends
@@MaheshHuddar ok sir....i will share this to my friend
You're a life saver. Respect++ for your teaching style.
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Clear and great explanation. I understood the concept in 5 mins. Thank you for giving the clarity, sir. Hats off to you.
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same
Sir, In new centroid (second iteration) calculation 3rd column both data points as 1.5 and 1.5 but the second one has to be 3.5
But calculated value are correct
This was the eaxct kinda video I was searching for that clearly explains how to calculate,re-calculate the Centroid. Thanks so much! Liked and subscribed!
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Thank you for the good work, best ML teacher i ever listen to
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i have an exam in 10 min 💀??
Did u pass 😂
@@Money-Mindset-Masteryabhi tak result nhi aaya hoga😂😅
Us bhai
Me rn
Us bro😢
You are the best ML teacher ever.
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U explained more detailed than our clg professor.. thank u sir ❤
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My lectures are crap. Thank you for this. I have an exam in 2 hours, thank you so much❤
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Hey man, studying this for a final. Your video was amazing. Thank you for the simple explanation!
Glad it was helpful!
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watching this while writing the exam ☠️
Crystal clear! Thanks for the great video!
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you killed it sir , you give me a very good clarity about k-means clustering through your video , thank you so much
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i have ML final exam on 14 feb, And you taught this topic soo good
Can you share the question paper please
@@anoushkaamit7819 i m from Pakistan, and it was my univ exam, so if yoy still want question paper, let me know
did u pass
@@vatsaltripathi2024 yess
very nice explaination sir.....thank you soo much
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Thank you very much. I really loved that you taken this example from the book called Data Mining Concepts and Techniques from the Forth Edition, which really helped me to solve the exercises found in this book.
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superb teaching sir so nice
Thank You
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Best explanation of this topic, I have ever seen. 👏👏👏
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This video helped me a lot sir tqsm
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Thanku Sir For Such A Beautiful Content
Wow......what a man........ excellent explanation good job❤❤❤❤❤❤❤❤ thank you so muchhhhhhh❤❤❤❤❤❤❤❤❤❤❤❤❤
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I have seen so many videos but the way you have explained its amazing. Thankyou so much :)
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Easy nd good explanation sir ❤
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Thank you very much ❤. Very clear explanation and presentation.
This is the best video out there about K Means Clustering. I genuinly noted myself "to check Mahesh Huddar's K Means Clustering video in case of you forget". Thank you Mr. Huddar!
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very helpful video itna mja aya ki 5 id se suscribe kiya
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Loved your videos sir. These helped me in my data analytics exams. Thanks alot.
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OMG! You are a life saver! Thank you so much.
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Sirrr thank you so much this video help me a lot
Best teacher. Love from Pakistan
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This vid is really good and it's saved my report🎉
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Thanks alot sir,it is very easy to understand While you are
teaching.
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Thank you so much sir ,it’s clear explaintation , I have exam at 10:00 ,it’s very helpful to me ❤
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Not only this class your all classes are wonderfull, easily understable thank you sir
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Excellent Sir....with your explanation, all my doubts are cleared
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Mahesh, you are such a life saver! Thanks for this
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Thank you sir, you save my life
this video helped me to understand better in action. thank you.
Your way of explanation with clarity is awesome sir
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Sir, You are the the best. 🎉🎉
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good video. I think at 5:32 you made a typo writing down the third centroid 1.5, 3.5 but you wrote 1.5, 1.5 in the table. the values are still correct though
LOL
LOL
Yeah
best and clear explaination thank you sir
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Thank you sir you are great respect from Pakistan
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such a great explanation sir . Thanks alot
Thank you, it's really helpful
really, like the table. makes it very clear.
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Thank you so much for this great example.
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I have exam in 3 days this helped me a lot
thank you sir. nice video.. i understood everything. keep it up.
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Excelent material!!! Congrats!
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Simply wow! One suggestion, plz give some gap before ending video, lined-up videos are overlaying.
Sure
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Have my exam tomorrow, this is very helpful
Can you please send the syllabus copy to vtupulse@gmail.com
Hats off to your explanation👍
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Thank You very much. it explained clearly
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Keep teaching sir it is veryful usefull for as thankyou sir
Sure I will
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Always an Indian saving our semesters in Last hours.
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Thanks for good explanation 😇🤗
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best explanation, hats off to you!
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I am in the exam hall. Helping a lot! 💀
commenting from inside the exam hall lmao.. respect
Is your college allowed mobile into the exam hall
😂😂😂
I have my exams in 20 mins💀
💀😂
Still bro manages to comment 😂
Same
Congrats🎉
bro same i have 10 mins lolll
Thank you so much sir...Cristal clear
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Hi Mahesh,
Could you also please explaiin about the WCSS, that the algorithm actually uses to find the lease value of K, that optimizes the clustering of the dataset in question.
Also, Could you please explain about the cluster validation
Great teaching skills
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super explanation sir 😄😄😄😄😄
Thanks and welcome
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Clear and great explanation. clarity,
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Thank you for the video, very helpful 🙌
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Nice 👍 explanation sir TQ 🥰
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best explanation man !
Thank you
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Thank u, it was very useful
You are welcome
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Very helpful sir thanks a lot ..❤
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Nice explanation!!! Need to implement this in SQL Server TSQL
I have end sems in next 2 hours, this helped.
Nice explanation sir, thank you
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Best explanation sir.
Thanks and welcome
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Hi there, very thank for this nice video .. I hope you can make a video about deep clustering that is very important topic and I am sure you can explain it with a nice details .. regards
Thank you so much for the really clear explanation
You are welcome!
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greetings from Turkey❤🇹🇷🇹🇷
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I am watching it while solving exam
Sir you the real G
I hv exam in 2 hrs , helped a lot
4:36 Sir if two distance mean points are exactly same then which cluster will be chosen please confirm
Retain or exchange
Both are correct
@@MaheshHuddar Sir i have consider that point in both cluster and done calculation it is correct?
@@MaheshHuddarThank you Sir for spontaneous reply
thanks Mahesh for your great explanation. Please if it is possible active the subtitles in english. You have students around the world :)
Ok
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Thankyou for understanding the example its apreciative presentation but still don't know about exact defination although i come to know this mathematical example by formula....😊
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Splendid Explanation
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nice explanation! thanks
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CAN WE TAKE TWO CENTROID INTIALLY?
thank you sir , got understood everything
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Thank You, Sir ♥
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What if we have the same value for the two centroids, which of them are we going to select
Bhai tera hi reply ni diya hua h?😅
Mtlb ni pata use
But how will I do so much calculation that also across 4 iterations?
In order to get good marks in exam
Good explanation.. I explained this to my friend but she still didn’t understand.. MG
Excellent explanation
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Finallyy i found it❤️🔥!! Thank you very much sir
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so clear!! thanks!!
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bro you saved me before my exam
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thank you sir! you summarized my 2hr lecture in less than 9 minutes :D
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❤ excellent 👌
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