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

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  • Опубликовано: 2 окт 2024

Комментарии • 88

  • @deeek92
    @deeek92 2 года назад +77

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

  • @Lucifer-wd7gh
    @Lucifer-wd7gh 2 года назад +52

    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 Год назад +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 Год назад +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 Год назад +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 8 месяцев назад +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 5 месяцев назад +3

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

  • @geekyprogrammer4831
    @geekyprogrammer4831 2 года назад +9

    By far the best video on K means clustering on RUclips!!

  • @pramitthapa283
    @pramitthapa283 Месяц назад

    What an exquisite turorial! This is how a learner can understand clearly, unlike other sh.t videos. What to speaking of other RUclips 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.

  • @ANKUSHKUMAR-jr1pf
    @ANKUSHKUMAR-jr1pf 2 года назад +6

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

  • @kashishchopra7708
    @kashishchopra7708 2 месяца назад

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

  • @rachitsingh4913
    @rachitsingh4913 2 года назад

    Best Teacher of Data Science in the world. Period❤

  • @pravinshende.DataScientist
    @pravinshende.DataScientist 2 года назад

    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!

  • @ajaykushwaha-je6mw
    @ajaykushwaha-je6mw 3 года назад

    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.

  • @vipin2872
    @vipin2872 4 месяца назад

    one of the best explanation

  • @sayanpaul4873
    @sayanpaul4873 2 года назад +17

    You are teaching better than many paid courses. Thank you

  • @ParthivShah
    @ParthivShah 5 месяцев назад +1

    Thank You Sir.

  • @chetankumar9463
    @chetankumar9463 2 года назад

    Indepth explanation. Thanks sir

  • @yusufkhanvlogs9581
    @yusufkhanvlogs9581 3 года назад +10

    Please cover Xgboost, lgbm and catboost.

    • @near_.
      @near_. Год назад

      Did u get anywhere. Iam looking for it

  • @narendraparmar1631
    @narendraparmar1631 8 месяцев назад

    Good Explanation
    Thanks

  • @reee896
    @reee896 5 месяцев назад

    Awesome 🎉🎉🎉

  • @ShubhamSingh-zv6su
    @ShubhamSingh-zv6su Год назад +5

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

  • @rajkumarrai3609
    @rajkumarrai3609 6 дней назад +1

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

  • @SS-yb1qd
    @SS-yb1qd Год назад

    superb

  • @rahul4275
    @rahul4275 9 месяцев назад

    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?

  • @descendantsoftheheroes_660
    @descendantsoftheheroes_660 Год назад

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

  • @agrimdev407
    @agrimdev407 3 месяца назад +2

    really enjoyed your explanation.Keep it up🙌

  • @trendingstories8981
    @trendingstories8981 3 года назад

    please use E-commerce customer segmentation dataset for practical implementation

  • @rojach5029
    @rojach5029 Год назад +3

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

  • @tintumarygeorge9309
    @tintumarygeorge9309 7 месяцев назад +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.

  • @shafiqshams3065
    @shafiqshams3065 11 месяцев назад

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

  • @AnmolKumar-so8lh
    @AnmolKumar-so8lh 6 месяцев назад +1

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

  • @kpremkumar9523
    @kpremkumar9523 2 года назад +2

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

  • @rushikeshmalpe3715
    @rushikeshmalpe3715 3 года назад +2

    Please finish Playlist sir as soon as possible Thank you ❤️

  • @theviralclips4409
    @theviralclips4409 2 года назад +2

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

  • @snrmedia8965
    @snrmedia8965 3 года назад +2

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

  • @shakifrauf2204
    @shakifrauf2204 2 года назад +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

  • @siyays1868
    @siyays1868 2 года назад +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.

  • @poojaverma3247
    @poojaverma3247 Год назад

    Sir mean kaise nikal rhe h

  • @debangshu-aiml
    @debangshu-aiml 2 года назад +1

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

  • @rafibasha4145
    @rafibasha4145 2 года назад +1

    Hi Nitish bro,can i use other distance than Euclidean

  • @mohammadvahidansari8212
    @mohammadvahidansari8212 3 года назад +1

    Sir please upload video on SVM algorithm

  • @Dhkgbhj12
    @Dhkgbhj12 Год назад +1

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

  • @zaedgtr6910
    @zaedgtr6910 11 месяцев назад

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

  • @kirankapruwan8892
    @kirankapruwan8892 8 месяцев назад

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

  • @kali2989
    @kali2989 Год назад

    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.

  • @dataminX
    @dataminX Месяц назад

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

  • @niketasengar9191
    @niketasengar9191 7 месяцев назад

    best explanation👏

  • @asifpervezpolok2243
    @asifpervezpolok2243 3 года назад +4

    Your explanation skill just outstanding 😍😍😍

  • @rushabhshah12200
    @rushabhshah12200 8 месяцев назад

    Best explanation compared to my ML professor!

  • @SuzyZou1995
    @SuzyZou1995 10 месяцев назад

    speak english please

  • @krizbella_4k7_
    @krizbella_4k7_ 5 месяцев назад

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

  • @technicalraman8848
    @technicalraman8848 Год назад

    CampusX King on RUclips for Data Science Enthusiast

  • @sachinbilung2584
    @sachinbilung2584 Год назад

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

  • @SitaRam-js9fu
    @SitaRam-js9fu 8 месяцев назад

    Sir u explained well...thank you so much

  • @MuhammadJunaid-yr8jd
    @MuhammadJunaid-yr8jd Год назад

    i can just say about the explanation
    just like wow

  • @matlabaerospace8544
    @matlabaerospace8544 Год назад

    Sir, please explain Gaussian Mixture Model also

  • @abinashmalla3315
    @abinashmalla3315 Год назад

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

  • @himanshuprasad9579
    @himanshuprasad9579 8 месяцев назад

    really helpful!!! thanks a ton.

  • @arghyabar5903
    @arghyabar5903 Год назад

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

  • @adritagoswami2263
    @adritagoswami2263 7 месяцев назад

    You have an amazing teaching technique

  • @TechMantra_Quest123
    @TechMantra_Quest123 Год назад

    Very well explained

  • @uzairrehman5765
    @uzairrehman5765 Год назад

    Awesome explanation Nitish Sir ❤

  • @projeshbasnet1695
    @projeshbasnet1695 Год назад

    superb explanation! thumbs up bro!

  • @ashyy346
    @ashyy346 11 месяцев назад

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

  • @shubhamchauhan6916
    @shubhamchauhan6916 3 года назад

    Sir implement this on movies dataset plzz

  • @vamsij1496
    @vamsij1496 11 месяцев назад

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

    • @bluebon5228
      @bluebon5228 6 месяцев назад

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

  • @sandipansarkar9211
    @sandipansarkar9211 2 года назад

    finished watching

  • @hemantdangi8679
    @hemantdangi8679 Год назад

    Best Video 😊😊

  • @darshann812
    @darshann812 Год назад

    best explanation🙌

  • @Nitesh717
    @Nitesh717 9 месяцев назад

    Jabardast bhai , pehle baar kmeans samjh mei aaya 🙏🙏

  • @murthynaik9779
    @murthynaik9779 Год назад

    Nice explanation

  • @Monu-pj2si
    @Monu-pj2si 3 года назад

    Thank you sir 🙏

  • @SS-yb1qd
    @SS-yb1qd 2 года назад

    ur the best

  • @tuhinmajumdar720
    @tuhinmajumdar720 2 года назад

    Great!

  • @rstelent6255
    @rstelent6255 10 месяцев назад

    pdhane se phele confusion dur kro khud ki

  • @kislaykrishna8918
    @kislaykrishna8918 3 года назад

    🙏🙏

  • @lessanletting3662
    @lessanletting3662 Год назад

    use english in your videos

  • @jonahjohnbaba
    @jonahjohnbaba 3 года назад

    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 2 года назад +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 года назад

      @Official Right 👍