K Means Clustering Algorithm | K Means Solved Numerical Example Euclidean Distance by Mahesh Huddar 

I have exam in 3 hours this helped me a lot

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 have an exam in 10 min 💀??

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.

Clear and great explanation. I understood the concept in 5 mins. Thank you for giving the clarity, sir. Hats off to you.

You're a life saver. Respect++ for your teaching style.

U explained more detailed than our clg professor.. thank u sir ❤

Best explanation of this topic, I have ever seen. 👏👏👏

Nice explanation!!! Need to implement this in SQL Server TSQL

Crystal clear! Thanks for the great video!

I am in the exam hall. Helping a lot! 💀

Thank you for the good work, best ML teacher i ever listen to

I have end sems in next 2 hours, this helped.

You are the best ML teacher ever.

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!

Excellent Sir....with your explanation, all my doubts are cleared

Mahesh, you are such a life saver! Thanks for this

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

Always an Indian saving our semesters in Last hours.

you killed it sir , you give me a very good clarity about k-means clustering through your video , thank you so much

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!

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

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.

Thank you so much for the really clear explanation

Loved your videos sir. These helped me in my data analytics exams. Thanks alot.

I have my exams in 20 mins💀

I have ML final exam tomorrow And you taught this topic soo good

best explanation, hats off to you!

Hey man, studying this for a final. Your video was amazing. Thank you for the simple explanation!

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....😊

Wow......what a man........ excellent explanation good job❤❤❤❤❤❤❤❤ thank you so muchhhhhhh❤❤❤❤❤❤❤❤❤❤❤❤❤

OMG! You are a life saver! Thank you so much.

i have ML final exam on 14 feb, And you taught this topic soo good

Hats off to your explanation👍

Good explanation.. I explained this to my friend but she still didn’t understand.. MG

Clear and great explanation. clarity,

Not only this class your all classes are wonderfull, easily understable thank you sir

best and clear explaination thank you sir

thank you sir , got understood everything

Thanks alot sir,it is very easy to understand While you are teaching.

I have seen so many videos but the way you have explained its amazing. Thankyou so much :)

Thank you so much for this great example.

Thank you for the video, very helpful 🙌

thank you sir. nice video.. i understood everything. keep it up.

Best explanation sir.

I hv exam in 2 hrs , helped a lot

Thank you so much sir...Cristal clear

Thank You very much. it explained clearly

This vid is really good and it's saved my report🎉

Sir, You are the the best. 🎉🎉

very nice explaination sir.....thank you soo much

really, like the table. makes it very clear.

Thanks bro I scored 30/30 in my exam.

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

Excelent material!!! Congrats!

Great teaching skills

Nice explanation sir, thank you

Very helpful sir thanks a lot ..❤

Thank you sir 😊

Splendid Explanation

so clear!! thanks!!

Thank you so much !!

superb teaching sir so nice

bro you saved me before my exam

Thanks for good explanation 😇🤗

My lectures are crap. Thank you for this. I have an exam in 2 hours, thank you so much❤

nice explanation! thanks

Keep teaching sir it is veryful usefull for as thankyou sir

Thank u, it was very useful

best explanation man !

Thank You!

Excellent explanation

Thank You, Sir ♥

Superb explanation

Thank you sir you are great respect from Pakistan

Thanks for the video

Your way of explanation with clarity is awesome sir

I am watching it while solving exam

Thank you so much

Nice 👍 explanation sir TQ 🥰

Thank you so much sir

Exams in two hours 😂😂

Best teacher. Love from Pakistan

Thank you so much sir ,it’s clear explaintation , I have exam at 10:00 ,it’s very helpful to me ❤

Thank you !

thanks a lot sir

thanks Mahesh for your great explanation. Please if it is possible active the subtitles in english. You have students around the world :)

great.... thanks man

thank you!

simply the best

thank you sir ❤

thank you so much

Thank you sir

Thank you.

Hi sir is k means and kneighborhood algorithms are same ?

very helpful video itna mja aya ki 5 id se suscribe kiya

super explanation sir 😄😄😄😄😄

Simply wow! One suggestion, plz give some gap before ending video, lined-up videos are overlaying.

thanks !

thank you sir! you summarized my 2hr lecture in less than 9 minutes :D