K-Means Clustering Algorithm | Geometric Intuition | Clustering | Unsupervised Learning

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  • Опубліковано 19 січ 2025

КОМЕНТАРІ • 96

  • @deeek92
    @deeek92 2 роки тому +92

    I am an experienced professional and I can say that this is the BEST EXPLANATION on the internet for KMeans clustering! Thank you!

  • @sayanpaul4873
    @sayanpaul4873 2 роки тому +20

    You are teaching better than many paid courses. Thank you

  • @geekyprogrammer4831
    @geekyprogrammer4831 2 роки тому +9

    By far the best video on K means clustering on UA-cam!!

  • @ShubhamSingh-zv6su
    @ShubhamSingh-zv6su 2 роки тому +6

    Awsome Explanation .....this is the best video on K-map....Thanks sir

  • @rahmankhan7303
    @rahmankhan7303 25 днів тому +1

    Studying with Birds sound in background is awesome experience 😍😍

  • @Lucifer-wd7gh
    @Lucifer-wd7gh 3 роки тому +58

    Outstanding. Better than Krish Naik. Explained in simple words with details.
    Sir please make a video on Hypothesis testing and its types. It is confusing.

    • @Dhkgbhj12
      @Dhkgbhj12 Рік тому +5

      yes true, and not only better than krish naik, it is better than all the rest overrated youtuber who made video on this kmeans. I lietrally went through all the channels and I got confused more. But this is best. Loved it.

    • @D_Analyst007
      @D_Analyst007 Рік тому +6

      Wo banda hyped hai bro!! This channel is gem , simple language , pure explanation..I think Krish had first mover advantage and better marketing(iNeuron), max audience is first time learners so...

    • @programmer6649
      @programmer6649 Рік тому +4

      @@Dhkgbhj12 yes there is no proper way of explanation or in depth in krish naik sir videos but nitish sir is truly amazing he is such a gem i wasted 1 year in learning ML by following krish naik videos because there is no structure path there but nitish sir provided me a path

    • @Tusharchitrakar
      @Tusharchitrakar Рік тому +5

      I don't want to disrespect Krish Naik because he provides free knowledge and anything free is a gift. But as you all said, nitesh is solid and his pedagogical techniques are unmatched. Some say he is better at teaching than Andrew ng too. Also he makes sure our fundamentals are solid which I don't see with krish Naik. Nitesh, you are a literal messiah

    • @ParthivShah
      @ParthivShah 9 місяців тому +3

      Yes, I also like nitish sir explanation way more than krish naik sir.

  • @ANKUSHKUMAR-jr1pf
    @ANKUSHKUMAR-jr1pf 3 роки тому +9

    Sir, I am getting addicte on watching your videos 🤩🤩

  • @AnmolKumar-so8lh
    @AnmolKumar-so8lh 10 місяців тому +2

    90's genration learnt ml from krish naik the OG genration learning from you sir kudos to you sir thanks a lot to both

  • @rajkumarrai3609
    @rajkumarrai3609 3 місяці тому +2

    i have studied from many channels but the intuition which build here is the best and in depth also

  • @shakifrauf2204
    @shakifrauf2204 2 роки тому +1

    bhai mai tumse umar may bohot bada hoon lekin tumne aisa solid explanation diya hai ki tumhe guruji bolne ka mann kar raha hai

  • @Nitesh717
    @Nitesh717 Рік тому

    Jabardast bhai , pehle baar kmeans samjh mei aaya 🙏🙏

  • @pramitthapa283
    @pramitthapa283 5 місяців тому

    What an exquisite turorial! This is how a learner can understand clearly, unlike other sh.t videos. What to speaking of other UA-cam teachers, I bet, most of the professors cannot /don't clarify this way.
    Recommendation: If a tutorial is made in English, people around the world would benefit.

  • @Dhkgbhj12
    @Dhkgbhj12 Рік тому +1

    He is gem and with no doubt the best youtuber in data science field.

  • @rojach5029
    @rojach5029 Рік тому +3

    Awsome explanation I never ever seen., ur just incredible sir🙏👏🙌

  • @agrimdev407
    @agrimdev407 6 місяців тому +3

    really enjoyed your explanation.Keep it up🙌

  • @tintumarygeorge9309
    @tintumarygeorge9309 10 місяців тому +1

    your videos are good and very helpful, teaching skill is good.One request is please make videos in English too it will help more people.

  • @siyays1868
    @siyays1868 2 роки тому +1

    Thanku so much sir for sharing a great video amazing as always. koi nahi samza sakta aapke jaise sir. Ur videos r really very informative n unique & explains everything in depth n put in a simple manner.

  • @kpremkumar9523
    @kpremkumar9523 2 роки тому +2

    Thank you sir ,hindi medium walo ke liye bhi achhe din bnane ke liye

  • @dataminX
    @dataminX 5 місяців тому

    great sir whatever concept you teach I always have my full attention to it and understood it well

  • @pravinshende.DataScientist
    @pravinshende.DataScientist 2 роки тому

    your explanation gives the ans . of every why and I like it...I learned too much which I not leared from many other channel! thannk you very much!

  • @HarmonyNursing
    @HarmonyNursing Місяць тому

    Best explanation😊😊 God always bless you ❤❤

  • @faizanhussain1411
    @faizanhussain1411 2 місяці тому

    Your teaching skills are very nice..❤

  • @ashyy346
    @ashyy346 Рік тому

    Literally the best explanation ever, thanks a lot, sir!!

  • @arghyabar5903
    @arghyabar5903 2 роки тому

    Impressed on your teaching technique......Thank you sir♥

  • @zaedgtr6910
    @zaedgtr6910 Рік тому

    thank you bro...after watching 4,5 videos finally understood from your video.

  • @uzairrehman5765
    @uzairrehman5765 Рік тому

    Awesome explanation Nitish Sir ❤

  • @chetankumar9463
    @chetankumar9463 3 роки тому

    Indepth explanation. Thanks sir

  • @kashishchopra7708
    @kashishchopra7708 6 місяців тому

    🤩you are amazing sir your teaching skills are next level❤

  • @rachitsingh4913
    @rachitsingh4913 2 роки тому

    Best Teacher of Data Science in the world. Period❤

  • @projeshbasnet1695
    @projeshbasnet1695 2 роки тому

    superb explanation! thumbs up bro!

  • @adritagoswami2263
    @adritagoswami2263 10 місяців тому

    You have an amazing teaching technique

  • @ajaykushwaha-je6mw
    @ajaykushwaha-je6mw 3 роки тому

    Sir ji, Maja aa geya. Aaj K mean samajh aageya.
    App ne keha ki "thoda sa complex hai", sir ager app pedha rehe hain to complex word exist nehi kerta.
    Sir ek request hai, aisa hi ek Playlist DL k libhi shur ker dijiye atleas for ANN so that we can solve regression and classification problem.

  • @asifpervezpolok2243
    @asifpervezpolok2243 3 роки тому +4

    Your explanation skill just outstanding 😍😍😍

  • @yusufkhanvlogs9581
    @yusufkhanvlogs9581 3 роки тому +10

    Please cover Xgboost, lgbm and catboost.

    • @near_.
      @near_. Рік тому

      Did u get anywhere. Iam looking for it

  • @narendraparmar1631
    @narendraparmar1631 Рік тому

    Good Explanation
    Thanks

  • @kirankapruwan8892
    @kirankapruwan8892 Рік тому

    I liked ur videos. Ur videos r super informative along side simple to understand. Pls make a video on how to calculate Minkowski distance

  • @technicalraman8848
    @technicalraman8848 2 роки тому

    CampusX King on UA-cam for Data Science Enthusiast

  • @hemantdangi8679
    @hemantdangi8679 Рік тому

    Best Video 😊😊

  • @TechMantra_Quest123
    @TechMantra_Quest123 Рік тому

    Very well explained

  • @krizbella_4k7_
    @krizbella_4k7_ 9 місяців тому

    Thankyou sir❤it's the easiest explanation 😊🎉..

  • @darshann812
    @darshann812 2 роки тому

    best explanation🙌

  • @vipin2872
    @vipin2872 8 місяців тому

    one of the best explanation

  • @SitaRam-js9fu
    @SitaRam-js9fu 11 місяців тому

    Sir u explained well...thank you so much

  • @rushikeshmalpe3715
    @rushikeshmalpe3715 3 роки тому +2

    Please finish Playlist sir as soon as possible Thank you ❤️

  • @murthynaik9779
    @murthynaik9779 2 роки тому

    Nice explanation

  • @rushabhshah12200
    @rushabhshah12200 11 місяців тому

    Best explanation compared to my ML professor!

  • @aqsapervaiz9790
    @aqsapervaiz9790 Місяць тому

    Well done 👍

  • @theviralclips4409
    @theviralclips4409 2 роки тому +2

    No words for your wonderful Explanation.How can we talk to you sir?

  • @niketasengar9191
    @niketasengar9191 11 місяців тому

    best explanation👏

  • @tuhinmajumdar720
    @tuhinmajumdar720 2 роки тому

    Great!

  • @rafibasha4145
    @rafibasha4145 2 роки тому +1

    Hi Nitish bro,can i use other distance than Euclidean

  • @MuhammadJunaid-yr8jd
    @MuhammadJunaid-yr8jd Рік тому

    i can just say about the explanation
    just like wow

  • @ParthivShah
    @ParthivShah 9 місяців тому +1

    Thank You Sir.

  • @reee896
    @reee896 8 місяців тому

    Awesome 🎉🎉🎉

  • @SS-yb1qd
    @SS-yb1qd 2 роки тому

    superb

  • @himanshuprasad9579
    @himanshuprasad9579 Рік тому

    really helpful!!! thanks a ton.

  • @mohammadvahidansari8212
    @mohammadvahidansari8212 3 роки тому +1

    Sir please upload video on SVM algorithm

  • @abinashmalla3315
    @abinashmalla3315 Рік тому

    Is this playlist totally complete for ml.....

  • @debangshu-aiml
    @debangshu-aiml 2 роки тому +1

    Have you made any video on Incremental k-means algorithm? if you are making it would be very helpful

  • @sachinbilung2584
    @sachinbilung2584 Рік тому

    i have an doubt there combination of different cluster aint it gonna effect????

  • @snrmedia8965
    @snrmedia8965 3 роки тому +2

    I have one question here in case of centroid the centroid point is existing data point or centroid point is new point?

  • @SS-yb1qd
    @SS-yb1qd 3 роки тому

    ur the best

  • @matlabaerospace8544
    @matlabaerospace8544 Рік тому

    Sir, please explain Gaussian Mixture Model also

  • @descendantsoftheheroes_660
    @descendantsoftheheroes_660 Рік тому

    Optimal Value of K Using Silhouette Score plz make on tutorial this s

  • @trendingstories8981
    @trendingstories8981 3 роки тому

    please use E-commerce customer segmentation dataset for practical implementation

  • @shafiqshams3065
    @shafiqshams3065 Рік тому

    Hi do you have similar videos on DBSCAN, Hierarchical clustering methods?
    Also the practical implementations? :)

  • @Monu-pj2si
    @Monu-pj2si 3 роки тому

    Thank you sir 🙏

  • @poojaverma3247
    @poojaverma3247 Рік тому

    Sir mean kaise nikal rhe h

  • @rahul4275
    @rahul4275 Рік тому

    while finding the nearest distance what if 2 points has same distance from it's centroid, in that case what does the alogorithm do, takes that point in which cluster?

  • @sandipansarkar9211
    @sandipansarkar9211 2 роки тому

    finished watching

  • @kali2989
    @kali2989 Рік тому

    The thing is the way you make videos makes me feel you are teaching yourself when you knew nothing connecting dots what are the information to be added to get the topic make understand but please we need more videos and even advances videos on these topics using advanced tools like automl from h2o videos in hindi shouldn't mean with low quality . We want reinforcement learning based videos almost null videos are present regarding in hindi.

  • @shubhamchauhan6916
    @shubhamchauhan6916 3 роки тому

    Sir implement this on movies dataset plzz

  • @kislaykrishna8918
    @kislaykrishna8918 3 роки тому

    🙏🙏

  • @vamsij1496
    @vamsij1496 Рік тому

    Tell in english so that people from all around India will watch your videos...

    • @bluebon5228
      @bluebon5228 10 місяців тому

      Your problem if you do not know Hindi, how ret@rd of you, not knowing Hindi in India

  • @rstelent6255
    @rstelent6255 Рік тому

    pdhane se phele confusion dur kro khud ki

  • @AdityaSharma-dk2ik
    @AdityaSharma-dk2ik Місяць тому

    sidha sidha bata deta

  • @SuzyZou1998
    @SuzyZou1998 Рік тому

    speak english please

  • @jonahjohnbaba
    @jonahjohnbaba 3 роки тому

    I was able to watch this video from beginning to the end but still didnt understand or appreciate your explanation because I dont understand hindi. I am sure you are aware that there are non-hindi that subscribed to your youtube but still you dont consider them. God bless Sudhanshu Kumar and Krish Naik of iNeuron. I think is better I unsubscribe myself because there is no need to be here. Thank you.

    • @GamerBoy-ii4jc
      @GamerBoy-ii4jc 3 роки тому +4

      so go out from here.... you know what Nitish is Legend and better than krish naik and Sudhanshu...if you don't need so go out.

    • @GamerBoy-ii4jc
      @GamerBoy-ii4jc 2 роки тому

      @Official Right 👍

  • @lessanletting3662
    @lessanletting3662 Рік тому

    use english in your videos

  • @_Sk2112
    @_Sk2112 26 днів тому

    Best explanation ❤