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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"
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.
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.
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.
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!
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.
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
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.
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?
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
If it have equal diffrence in 2nd step. What should i do. like set ={ 1,,2,3,4,5,6,7,9,15, 30} k =2 m1 = 3 and m2 = 9 k1 = { } k2= { } 6 comes under???
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Get All updates of Free courses , Engineering Problem Solved , Study Tips , Placement Preparation and Motivation
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"
thanks for the info bhavik bhai
Aisey Teachers Ko Saarey Colleges, Universities Mein Rakhney Chahiye.You Nailed It.
Bhai tu vo dost hai jo exam ke ek raat pehele asani se aur professor se acha padhata hai!
Machau insaan hai tu bhai.
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.
Abhi life kesi hai bhai, job milii?
The easiest and clear explanation. Great video.
this is by far the easiest K mean explanation on youtube...
Thanks man!
Love from Pakistan :)
Love u darling from INDIA.
are bhaisahab ye kis line mein aa gaye aap
awesome...no word to say.....
Hey bro big fan 🤩 yaar . Love your videos and your subscribers but I don't know what are you doing here 😂
This may help college student if you don't understand the concept from this video
ua-cam.com/video/sMDDO1stxk4/v-deo.html
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.
Great explanation... If possible, please add English Subtitle such that people around the world can access your video explanation
Yesss please our instructors teach nothing and when I search explanations all in Hindi
"sigh". I guess I need to learn their language.
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.
maam ap ka pta lag gia ha
lecture yahn sa utahti hain
@@zaidakram2486 lmao wtf 😂
world! common on , even in india hell lot of people dont understand hindi. i fcking dont understand even a single word of hindi
Pages apne paas boht hai xD . Well Explained bro!
Hahahaha
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!
you will get the blessing of millions of students.
Thanks brother bahut sari videos dekhi but koi smjh nhi aayi but aapki video dekh ke turant samjh aa gya
Welcome
Dost Aap awesome ho...Jo bare bare data scientist thik se nahi samjha paaye wo aapne samjha diya.. Thank Dost
3 Words to the video
Simple, Precise and Fully Covered explaination of the topic
Thanks alot
@@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
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.
I am student from sppu. I always watch last moment tution videos to understand and clear my concept..😊
Great man, itna easy karke explaination totally concept clear... wow great yr...
your way of delivering the lecture is great such an easiest way to learn K-mean...Thank you so much
I like how you talk... good explanation thank you bhai....
Your welcome
sumer bhau ko 100 100 baar dhanyawaad 🙏🙏🙏🙏
Very good method and interesting u are the best sir
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
Keep it up
This video is very helpful in my exam....thanks sir👍
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
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?
Your are the man , and the real teacher of the century.
Salute to you brother .
Thank u soo much✌️...tmrrw is my exam and I am watching dis video at 1:30 am
the video is very good
i am facing alot difficult in this but finally all clear my doubts
thank you for making this video
Difference nikalnai ka Bhai.. Zbrdst explanation .. Love from Pakistan.. 💓
full on desi swag bhidu !
This was the easiest explanation by far for Kmeans. Thanks.
Your good bro...just continue with same energy and accent ...u made it so simple for us...lots of love
your speaking style is excellent ,,,,
very easy and friendly explanation bhai.....big salute
May ne pehle say he nikal ke rakha hai ,mai koe genius nahi hu ..🔥🤘😁. thanks bro really helpful👍
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.
🙂
amrica ka dalal bc..😁😁
Amazing explanation. I was struggling to find simple explanation for it. I got it here. Thanks a lot.
wellcom bro your teaching method is so simple and easy plzzzzzzzzz upload knn algorithm one week remain to my exam.
bhai paper k time tere he videos dhoondhta hun. u r grt.
❤️❤️❤️. Finally I got a right video for the topic 🙏🏻🙏🏻
hello! what if it is equal distance from m1 and m2? take it to m1 or m2?
eg. 16 is m1 and 22 is m2 and where do i place 19 in ?
bro if one will assume m1=10 and m2=20 initially , it will be just 2 steps.
kash apke jese sare professor bhi padhate..lekin nai unko to easy concept ko hard karke padhana he
Mast bhai ..simple explanation of K-Means algorithim
Really Impressed by the quality of work
Very Simple and good explanation
You made it easier for me. Thank you so much brother.
@Last_Moment_tuitions
Thanks a lot bhai dill garden garden hogya pass hone ki umeed hogai Machine Learning me
Pages apne pass boht hai..lol.. dude u r too good! last moment saviour.. love to u :)
You literally made it so damn easy... It was like frd se sikh rahi hu... Thanks much!!!
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.
assembly language ki videos bnado yr plz , your teaching style is amazing
such simple & easy explanation can't be found elsewhere,
Indeed helpful :)
Glad it was helpful!
Hahahaha!!! "Pages apne paas bohot hain (6:12)" thats how you make it interesting ! Great Stuff mate... keep up the good job!
what an outstanding explanation! From Bangladesh
I really appreciate him for such an easiest solution of K means algo .
Lovely video bhai ! Aur videos dalte rehna...teacher ne Jo 2 din me sikhya tune 10min me sikha diya !
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?
Even I'm facing the same problem. Did u get any solution for this?
Bhai sumer,,, excellent bhai. Bahut baar bachaya hai tuney
super explanation bro...teaching is very natural
Tu genious hai bhai:
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
What if there is repetition in data set example K=[ 1,1,2,3,4,5,2,3]
Thanks ....all your Artificial intelligence videos are so great
Plz upload Rsa algorithm explainatn nd example
very very much thankful to you for saving my time👏👏👏
Tomm I've exm regarding this sum ...thnku for ur well explained
very easy and clear explanation
Bhai baut mahenat karta hai tu
Thank you
tum jio hajaro sal aese hi padhate raho.
bhai kya style hai bolne ka NYC!
You are a great contribution to this society Brother....
Thanks
Gazzab bhai, karte rho aisa kaam. Thanku nii bolunga.
Dil se thank you
Yeh toh kahi se bhi samjh nhi aa raha tha tumne samjha diya
Welcome
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.
Bht jyada acchese Smjh aaya!!! Tysm😊
Wonderfully explained
After this video 10 marks fix.👏👏👏👏👏👏👌
I don't understand your language but I followed along easily. Thanks
Langugage sabse clear h isliye bahot acche se samaj aata h
Bhai tu mast pdata h .. maanle tution suru krde apna future v bright hoga.
Awesome video bhai. What a way to explain. Maza aa gya...
Explain very well I have got all..
Crystal Clear Explanation. Thank You
thanks bro itni bdhiya explanation ke liye
so easily explained...thanks
You are welcome
Very neatly explained
Great job my friend! Straightforward and easy to understand.
Love your teaching method
explanation is really good
Very good video, while I would love to understand the commentary I understood the presentation.
If it have equal diffrence in 2nd step. What should i do.
like set ={ 1,,2,3,4,5,6,7,9,15, 30}
k =2
m1 = 3 and m2 = 9
k1 = { } k2= { }
6 comes under???
you helped me clear my back
Bhai thankewww sooo much yr .....kasm se bht bdi help ker di apne bhai ..... again thankewww sooo much bhai .......bht easy explain kiya yr good.
Ur wlcm we are happy to help you
Great Job... Thanks a lot Brother....
thanks a lot Sir!
lots of love and respect, from Pakistan.
Well explain brother...thank you so much .
Awesome explanation
thank you
Pages apne paas bahut hai :D
Thanks bhai.. concept clear.