K mean clustering algorithm with solve example

[@Lastmomenttuitions]

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[@bhavikdudhrejiya4478]

Steps of K mean: 1. Choosing the optimal number of K for clustering (Finding optimal number of clusters through various techniques) 2. Selecting random K points as a centroid. 3. Computing distance from each data points to select random centroids 4. Allocating each data to the nearest centroid and forming a clusters 5. Computing average of the newly formed clusters and considering that average as a new centroid 6. Computing distance from each data point to new centroids(average) 7. Allocating each data to to the nearest centroid and forming a clusters 8. Point 5, 6 & 7 iterative until no changes in the clustering forming 1.Centroids of newly formed clusters do not change 2.Points remain in the same cluster 3.Maximum number of iterations are reached if we are getting the same centroids for all the clusters, we can say that the algorithm is not learning any new pattern and it is a sign to stop"

[@Admin_REX]

thanks for the info bhavik bhai

[@mohdonaiskhan2233]

Aisey Teachers Ko Saarey Colleges, Universities Mein Rakhney Chahiye.You Nailed It.

[@Abhishek-mu3gj]

Bhai tu vo dost hai jo exam ke ek raat pehele asani se aur professor se acha padhata hai! Machau insaan hai tu bhai.

[@rishabh8808]

The easiest and clear explanation. Great video.

[@ShubhamTure]

Pages apne paas boht hai xD . Well Explained bro!

[@mumbaikachallenge5526]

Hahahaha

[@dnd007]

Great explanation... If possible, please add English Subtitle such that people around the world can access your video explanation

[@Rawoonah2cool]

Yesss please our instructors teach nothing and when I search explanations all in Hindi "sigh". I guess I need to learn their language.

[@KunalKMehta08]

I believe that this is his USP, it's not just the language, but look at the swag, the way that he's speaking. He's targeting very very specific users. Don't know if it would be as simple to understand if he puts subtitles. Great job BTW dude, for such a fantastic explanation.

[@zaidakram2486]

maam ap ka pta lag gia ha lecture yahn sa utahti hain

[@hrishikeshparab1236]

@@zaidakram2486 lmao wtf 😂

[@krishnasamandhayala2584]

world! common on , even in india hell lot of people dont understand hindi. i fcking dont understand even a single word of hindi

[@AbbasHussain4992]

this is by far the easiest K mean explanation on youtube... Thanks man! Love from Pakistan :)

[@cse34lalitkumar10]

Love u darling from INDIA.

[@skm9865]

are bhaisahab ye kis line mein aa gaye aap

[@vaibhavshukla2583]

Awesome boss, I have seen videos of Stanford,Caltech etc. on different topics but it is by far the most interactive one, laga ki kisi friend se padh raha hu, I have decided ki apne class presentations bhi aise hi dunga, thanks bro.

[@saiful_not_found]

aaj mera b.tech k last exam hai. Thanks for your all help in this journey. You are more than anything in our last moment of the exam. I will be posted in Mumbai most probably. Hope I will once meet you there.

[@aminazuberi7919]

Abhi life kesi hai bhai, job milii?

[@DolonMukherjee]

Thank you sir for explaining such a difficult concept so easily. I hope it will be of great help to everyone interested to know about Machine Learning.

[@NvcVikasChauhan]

awesome...no word to say.....

[@rushabhgupta9745]

Hey bro big fan 🤩 yaar . Love your videos and your subscribers but I don't know what are you doing here 😂

[@mahigupta6133]

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[@parasdahal4735]

you will get the blessing of millions of students.

[@hetvipanchal7458]

This video is very helpful in my exam....thanks sir👍

[@sharmivm]

This is probably the easiest explanation of a complex problem. Loved the way how you explained in simple terms. Make more videos of the various other algorithms in AI. Great job!

[@d.s.parihar4792]

your way of delivering the lecture is great such an easiest way to learn K-mean...Thank you so much

[@abhishekprasar4913]

Dost Aap awesome ho...Jo bare bare data scientist thik se nahi samjha paaye wo aapne samjha diya.. Thank Dost

[@durgeshsingh9373]

Thanks brother bahut sari videos dekhi but koi smjh nhi aayi but aapki video dekh ke turant samjh aa gya

[@Lastmomenttuitions]

Welcome

[@tushargawade2045]

May ne pehle say he nikal ke rakha hai ,mai koe genius nahi hu ..🔥🤘😁. thanks bro really helpful👍

[@atharva808]

sumer bhau ko 100 100 baar dhanyawaad 🙏🙏🙏🙏

[@shubhamchauhan6651]

3 Words to the video Simple, Precise and Fully Covered explaination of the topic

[@Lastmomenttuitions]

Thanks alot

[@shubhamchauhan6651]

@@Lastmomenttuitions Bhai kya apke sath kbhi ragging hui thi qua Just ek question puchna tha Mumbai ke colleges m abhi bhi ragging hoti h qua

[@hcricketpakistan8066]

Very good method and interesting u are the best sir

[@snehathorat4140]

I am student from sppu. I always watch last moment tution videos to understand and clear my concept..😊

[@akshaynikam6772]

Bhai thanq din bana diya tune, bhout logo ko share kiya maine.. thanq.. sab videos dekha h manie par iss wale pe comment kar raha hu.. thanks

[@surajghule6596]

Amazing explanation. I was struggling to find simple explanation for it. I got it here. Thanks a lot.

[@hamzabutt5328]

Difference nikalnai ka Bhai.. Zbrdst explanation .. Love from Pakistan.. 💓

[@sashankreddy2434]

Mast bhai ..simple explanation of K-Means algorithim

[@aarunibhugul1943]

Hahahaha!!! "Pages apne paas bohot hain (6:12)" thats how you make it interesting ! Great Stuff mate... keep up the good job!

[@monusinghal8606]

❤️❤️❤️. Finally I got a right video for the topic 🙏🏻🙏🏻

[@hephzibahvarghese8291]

Thank u soo much✌️...tmrrw is my exam and I am watching dis video at 1:30 am

[@Amankhan-vz5oy]

the video is very good i am facing alot difficult in this but finally all clear my doubts thank you for making this video

[@nishapandit6354]

Pages apne pass boht hai..lol.. dude u r too good! last moment saviour.. love to u :)

[@rohitozvlogs1617]

full on desi swag bhidu !

[@mahamadsulthan5966]

I like how you talk... good explanation thank you bhai....

[@Lastmomenttuitions]

Your welcome

[@masjediaqtash704]

Your are the man , and the real teacher of the century. Salute to you brother .

[@manishsharma9681]

This was the easiest explanation by far for Kmeans. Thanks.

[@abhinavbhagat1231]

Your good bro...just continue with same energy and accent ...u made it so simple for us...lots of love

[@SAGARTHAKUR-zn7vq]

your speaking style is excellent ,,,,

[@dailyPractice1]

very easy and friendly explanation bhai.....big salute

[@AjayKarwaMaheshwari13]

Great man, itna easy karke explaination totally concept clear... wow great yr...

[@RuhulAmin-qe1jn]

what an outstanding explanation! From Bangladesh

[@OviPaulDgRimJoW]

Had a bit problem understanding this but you made it really easy to understand ! :D please keep on making videos like this related to AI. Thanks.

[@rohithegde9239]

Lovely video bhai ! Aur videos dalte rehna...teacher ne Jo 2 din me sikhya tune 10min me sikha diya !

[@swagatambhattacharjee9364]

You made it easier for me. Thank you so much brother.

[@alvinaawan884]

Very Simple and good explanation

[@BeqararEngineer]

Really Impressed by the quality of work

[@MyGyanam]

Bht jyada acchese Smjh aaya!!! Tysm😊

[@yogip6283]

You literally made it so damn easy... It was like frd se sikh rahi hu... Thanks much!!!

[@fatimaiqra2169]

very very much thankful to you for saving my time👏👏👏

[@akshitkansra5548]

Awesome video bhai. What a way to explain. Maza aa gya...

[@Aspirant00792]

Am a huge fan of yours bosss your spekaing style n evrythng just awsm very easy to understand 😁😁😁

[@rockyetchison3380]

such simple & easy explanation can't be found elsewhere, Indeed helpful :)

[@Lastmomenttuitions]

Glad it was helpful!

[@vishalsharda7508]

After this video 10 marks fix.👏👏👏👏👏👏👌

[@srinivasreddydanda1777]

super explanation bro...teaching is very natural

[@niazmohamad2023]

I really appreciate him for such an easiest solution of K means algo .

[@sravanjain2739]

Bhai sumer,,, excellent bhai. Bahut baar bachaya hai tuney

[@shariqueizhar]

bhai paper k time tere he videos dhoondhta hun. u r grt.

[@cse34lalitkumar10]

Tu genious hai bhai:

[@vma8218]

Super Bhai very interesting to see.....🤗🤗🤗

[@parwizibrahimi5150]

Bro, I do not understand Hindi, but the way you solved the example and your handwritten information were amazing. I got everything I needed. Thanks. 🙂

[@upendrachauhan5260]

amrica ka dalal bc..😁😁

[@tajalhussain8735]

wellcom bro your teaching method is so simple and easy plzzzzzzzzz upload knn algorithm one week remain to my exam.

[@kashifahmed_1995]

Gazzab bhai, karte rho aisa kaam. Thanku nii bolunga.

[@anushkajambhulkar2611]

Tomm I've exm regarding this sum ...thnku for ur well explained

[@RJ-dz6ie]

Great brother... awesome explanation

[@shaikhshugufta3741]

Thanks ....all your Artificial intelligence videos are so great

[@zeeshanakram9914]

@Last_Moment_tuitions Thanks a lot bhai dill garden garden hogya pass hone ki umeed hogai Machine Learning me

[@MrGT-cn2kk]

Good Work Brother👍🏼 Keep Grinding🔥

[@Matematica_Aplicada]

Great job my friend! Straightforward and easy to understand.

[@sibamarcel9428]

Great Job... Thanks a lot Brother....

[@biswadeepchakraborty2254]

Hello bhai apne jo method demonstrate kiya idhar, isme Amazon wala scenerio mai clustering kaise hoga.... Apne numbers se kiya lekin udhar to products in terms of strings mai hoga sayed.... So any idea how to implement a real time clustering algorithm. Please help..... Kafi acha tha apka ye tutorial. All the best for new videos

[@faisalyousaf4315]

thanks a lot Sir! lots of love and respect, from Pakistan.

[@sithalrao]

Very nicely explained.👍

[@kunalgaglani4300]

hey sumer, consider m1=2, m2=7 element1 is 3. so 3-2=1, 7-3=4 therefore, 3 is in k1. element2 is 5. so 5-3=2, 7-5=2 difference is same. what now?

[@learnenglishwithaliraza6197]

Love your teaching method

[@istwishmeister9368]

Bhai baut mahenat karta hai tu Thank you tum jio hajaro sal aese hi padhate raho.

[@stevethomas3839]

Wonderfully explained

[@pkauti]

Bhai aap kamal key ho yaar literally ur videos helped me to score 70% of marks in external, muje toh zero knowledge tha yaar is subject me. Thanks alot bhai

[@Lastmomenttuitions]

Keep it up

[@AnkitKumar-ey9mh]

very easy and clear explanation

[@next_level_youtubers]

thanks bro itni bdhiya explanation ke liye

[@surajchaubey3459]

Well explain brother...thank you so much .

[@himanshumasih6307]

Bhai gajab explaination......

[@swarnarampalli]

I loved the way it is so simply manifested. I have a doubt.What if a value has the same difference to both the clusters? In which cluster,should I place such value?

[@te_b4_69_parmesh_walunj3]

Even I'm facing the same problem. Did u get any solution for this?

[@nancyfazal2536]

Crystal Clear Explanation. Thank You

[@cuteyo4372]

assembly language ki videos bnado yr plz , your teaching style is amazing

[@simarjitkaur2864]

thankyou very much.... its gonna help me in my project.... u r absolutely AMAZING... wish u best ... 🙂🙂🙂🙂🙂🙂🙂🙂🙂🙂🙂🙂🙂🤩🤩🤩🤩🤩🤩🤩🤩🤩🤩

[@azharshaikh2628]

Awesome video Bro. Very nicely explained. Thannnk youu sooo muuchhhh...

[@gre991]

Very well explained. Thank you.

[@kaushiksurikuchi]

Bhai... Faad explanation 👍

[@nsrilu1]

Very neatly explained

[@EnglishRain]

3:50 - example starts

[@nadeemshaikh1072]

explanation is really good

[@nischalkoirala994]

Very easy explanation, kudos from Nepal..

[@excelscientist5041]

- Maja a gyaa - jabardash h brother , thanks a lot you created the examples

[@TechnoIndiaAnimesh]

bhai kya style hai bolne ka NYC!

[@chandrikas2101]

Easy understanding bhai tumara teaching

[@shashwatbose6520]

you helped me clear my back

[@TheSageer786]

Dogs are barking in night and you are still trying to teach something to last benchers like us to pass our exams. Thank you so much. Keep up the good work bro. Love your dedication.

[@paidimarryprithvirakshaksh8153]

hahah are bhai bhai bhai... I felt as if koi dosth sikha raha hein mujhe. awesome.. keep it up

[@sabikhan9072]

Explain very well I have got all..

[@RahulJogdand-qq1nj]

great explanation 👍👍