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

[@HITNUT]

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

[@MaheshHuddar]

Thanks for your words
Glad that my videos help you to learn machine learning
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[@Logadharani]

Okay so I believe Chatgpt didn't help you here. But indeed his lecture is crisp and awesome! 😂❤

[@Wizard-dl9zo]

@@Logadharani thought same 😂😅

[@nagakrishna459]

​@@MaheshHuddarsir if 5 points are given what we have to select as distance values

[@rewaj56]

Bro is down to his knees good lord

[@RafaParkoureiro]

I have exam in 3 hours this helped me a lot

[@MaheshHuddar]

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[@kushal6661]

Same

[@rajuchowdhury709]

And having 3 hrs in exam u are commenting on channel😂

[@appleuser1882]

I have exam in one hour😢

[@kushal6661]

@@appleuser1882 all the best buddy

[@ASIFAlI-lq4rd]

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.

[@MaheshHuddar]

Welcome
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[@ASIFAlI-lq4rd]

@@MaheshHuddar I got 8.5 cgpa total after studying this...

[@MaheshHuddar]

@@ASIFAlI-lq4rd do share the videos to your friends

[@ASIFAlI-lq4rd]

@@MaheshHuddar ok sir....i will share this to my friend

[@095_shaniabalkhi9]

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

[@MaheshHuddar]

Thank You
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[@MrLoser-ok2jx]

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

[@MaheshHuddar]

Welcome
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[@XTRA.Football]

You are the best ML teacher ever.

[@MaheshHuddar]

Thank You
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[@jananit7399]

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

[@MaheshHuddar]

Welcome
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[@nehasiddiqui5418]

same

[@LeisurelyCooking]

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!

[@MaheshHuddar]

Welcome
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[@abdulhamidmuhammad9814]

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

[@MaheshHuddar]

Welcome
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[@dhruvchaturvedi9805]

i have an exam in 10 min 💀??

[@Money-Mindset-Mastery]

Did u pass 😂

[@juhisingh7662]

​@@Money-Mindset-Masteryabhi tak result nhi aaya hoga😂😅

[@saMnv]

Us bhai

[@lungcops]

Me rn

[@sriharikm04]

Us bro😢

[@oldschoolboy7749]

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

[@anoushkaamit7819]

Can you share the question paper please

[@oldschoolboy7749]

@@anoushkaamit7819 i m from Pakistan, and it was my univ exam, so if yoy still want question paper, let me know

[@vatsaltripathi2024]

did u pass

[@oldschoolboy7749]

@@vatsaltripathi2024 yess

[@efesozmen8310]

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!

[@MaheshHuddar]

Welcome
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[@arpitasahoo5705]

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

[@shush5878]

commenting from inside the exam hall lmao.. respect

[@bharathvemula8778]

Is your college allowed mobile into the exam hall

[@rizkihamdani120]

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

[@MaheshHuddar]

Welcome
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[@mohammedshabazhussain3597]

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

[@shiningwithdrawing4051]

But calculated value are correct

[@SinarJourney]

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.

[@MaheshHuddar]

Welcome
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[@marymwabili9044]

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

[@MaheshHuddar]

Welcome!
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[@anthonygravier2055]

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

[@MaheshHuddar]

Glad it was helpful!
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[@venkateshwarlupurumala6283]

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

[@MaheshHuddar]

Welcome
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[@kaveeshbhashitha7652]

Thank you very much ❤. Very clear explanation and presentation.

[@kalesha_pazil5283]

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

[@MaheshHuddar]

You're most welcome
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[@s-_-r009]

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

[@MaheshHuddar]

Welcome
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[@sunilvijayan6768]

this video helped me to understand better in action. thank you.

[@liujw0able]

Crystal clear! Thanks for the great video!

[@MaheshHuddar]

Welcome
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[@CharanAkula-di3dn]

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

[@MaheshHuddar]

Welcome
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[@abuhojayfa1561]

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

[@MaheshHuddar]

Thank You
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[@kinza_ahmad]

Best teacher. Love from Pakistan

[@MaheshHuddar]

Thank You
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[@MuhammadYasirGhaffar]

Always an Indian saving our semesters in Last hours.

[@MaheshHuddar]

Thank You
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[@nandiniThippanaboina]

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

[@MaheshHuddar]

Welcome
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[@johnmosugu]

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

[@MaheshHuddar]

Welcome
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[@yuriosama7663]

Thanks bro I scored 30/30 in my exam.

[@MaheshHuddar]

Congratulations
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[@joyjunction4817]

Can we also do by assigning random points to cluster and then calculate dist of next point from each cluster put current point in the cluster with minimum dist and update that cluster is this method correct ????

[@ALLINONE-yu9bu]

superb teaching sir so nice

[@MaheshHuddar]

Thank You
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[@UmmESaraSaeedAhmed-n8u]

Sirrr thank you so much this video help me a lot

[@akshyapani]

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

[@goliathjack4343]

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

[@MaheshHuddar]

Thank You
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[@jyotibhushan5786]

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

[@MaheshHuddar]

Welcome
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[@adnanaftab7348]

Thank you sir you are great respect from Pakistan

[@MaheshHuddar]

Welcome
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[@MrCEO-jw1vm]

Thank you so much for this great example.

[@MaheshHuddar]

Welcome
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[@AssignmentsIT]

best and clear explaination thank you sir

[@MaheshHuddar]

Welcome
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[@KingstonWoow]

greetings from Turkey❤🇹🇷🇹🇷

[@MaheshHuddar]

Thank You
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[@satyaprakashpandit1936]

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

[@MaheshHuddar]

Sure
Thank You for your suggestion
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[@projyoti7489]

Great teaching skills

[@MaheshHuddar]

Thank You
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[@athira.t3723]

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

[@MaheshHuddar]

You are most welcome
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[@vedant.make.films_]

watching this while writing the exam ☠️

[@crazygamers516]

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

[@MaheshHuddar]

Welcome
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[@andrewalphones8769]

such a great explanation sir . Thanks alot

[@TheQueen-oj7os]

Easy nd good explanation sir ❤

[@MaheshHuddar]

Thank You
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[@jainabaafreen6502]

Your way of explanation with clarity is awesome sir

[@MaheshHuddar]

Thank You
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[@tariqahassan5692]

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

[@harshit3229]

I hv exam in 2 hrs , helped a lot

[@user-wr4yl7tx3w]

really, like the table. makes it very clear.

[@MaheshHuddar]

Thank You
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[@k.harikahari8819]

This video helped me a lot sir tqsm

[@MaheshHuddar]

Welcome
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[@HelloIndia110]

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

[@MaheshHuddar]

Thank You

[@Pbp12345]

Sir, You are the the best. 🎉🎉

[@MaheshHuddar]

Thank You
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[@RanjeetKumar-2027]

Thank you, it's really helpful

[@SumanKumari-cn3wo]

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

[@MaheshHuddar]

Welcome
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[@SameerNadaf-t5n]

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

[@MaheshHuddar]

Welcome
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[@fakharhashmi9903]

I am watching it while solving exam

[@dhanushvcse4056]

Keep teaching sir it is veryful usefull for as thankyou sir

[@MaheshHuddar]

Sure I will
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[@GregSom]

Excelent material!!! Congrats!

[@MaheshHuddar]

Thank You
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[@adarshkolumula2996]

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

[@liyanal-tahrawi5244]

bro you saved me before my exam

[@MaheshHuddar]

Welcome
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[@duniaedukasi33]

Thank You very much. it explained clearly

[@MaheshHuddar]

Welcome
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[@anjalibarai5431]

Thank you so much sir...Cristal clear

[@MaheshHuddar]

Welcome
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[@Ash-w4u]

Clear and great explanation. clarity,

[@MaheshHuddar]

Thank You
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[@luvkushsharma1586]

Best explanation sir.

[@MaheshHuddar]

Thanks and welcome
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[@FullTimeDayTrader]

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

[@SkyHigh-z5w]

Splendid Explanation

[@MaheshHuddar]

Thank You
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[@NeelPatel-qp9tt]

Hats off to your explanation👍

[@MaheshHuddar]

Thank You
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[@morukurthianitha3751]

Thanks for good explanation 😇🤗

[@MaheshHuddar]

Welcome
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[@nanditanikam1202]

Excellent explanation

[@MaheshHuddar]

Thank You
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[@darkgaming7559]

Nice explanation sir, thank you

[@MaheshHuddar]

Welcome
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[@jameshowse300]

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

[@tusharbhansali4205]

LOL

[@SkMirajulIslam-t6t]

LOL

[@hajerbetabessi3485]

best explanation man !

[@MaheshHuddar]

Thank you
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[@luluc539]

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

[@MaheshHuddar]

Ok
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[@blaze102]

Sir
In one question that i am solving distance from 2 cluster is same
What to do in such case

[@ROY-yz9lb]

Thanks a lot sir ...

[@MageDigest]

nice and clean

[@thaovannguyen3623]

best explanation, hats off to you!

[@MaheshHuddar]

Thank You
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[@tinaparker9974]

Thank you so much for the really clear explanation

[@MaheshHuddar]

You are welcome!
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[@ankitadey3267]

Thank u, it was very useful

[@MaheshHuddar]

You are welcome
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[@introvert_17]

Very helpful sir thanks a lot ..❤

[@MaheshHuddar]

Most welcome
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[@varshu8296]

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

[@MaheshHuddar]

Welcome
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[@amirem9744]

nice explanation! thanks

[@MaheshHuddar]

Welcome
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[@laibamasood330]

Thank you for the video, very helpful 🙌

[@MaheshHuddar]

Welcome
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[@yusraansari5935]

I have my exams in 20 mins💀

[@kaarthisreekolusu6926]

💀😂

[@smarakanurag4279]

Still bro manages to comment 😂

[@adarshamit7860]

Same

[@vijeshpethuram]

Congrats🎉

[@siambeecrowd3859]

Is there any way to determine the random points so that only 2 iterations needed

[@dark__cherry5307]

I have an exam tomorrow morning 😂
Thanks for the video 😊

[@yejjalaprajwala]

Nice 👍 explanation sir TQ 🥰

[@MaheshHuddar]

Welcome
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[@AWSFan]

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

[@nithishkumarv4100]

Finallyy i found it❤️‍🔥!! Thank you very much sir

[@MaheshHuddar]

Welcome
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[@usamahafeezofficial2651]

Thank You, Sir ♥

[@MaheshHuddar]

Welcome
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[@ganeshjaggineni4097]

NICE SUPER EXCELLENT MOTIVATED

[@MaheshHuddar]

Thank You
In which university your are studying..?

[@ganeshjaggineni4097]

@@MaheshHuddar Lakireddy Bali Reddy College Of Engineering, Vijayawada

[@arnaudrobbens9215]

so clear!! thanks!!

[@MaheshHuddar]

Welcome
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[@shantanusingh6744]

i have exam in 13 mins this helped me

[@MaheshHuddar]

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[@whimsicalkins5585]

super explanation sir 😄😄😄😄😄

[@MaheshHuddar]

Thanks and welcome
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[@gopikrishna4709]

Good explanation

[@MaheshHuddar]

Thank You
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[@jinkavenkateswarluvenkates7613]

it is useful information

[@MaheshHuddar]

Thank You
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[@anilkasindula920]

Thanks for the video

[@MaheshHuddar]

Welcome
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[@amitzerikunthe7635]

thank you sir , got understood everything

[@MaheshHuddar]

Welcome
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