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

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  • Опубліковано 11 жов 2024

КОМЕНТАРІ • 88

  • @deeek92
    @deeek92 2 роки тому +81

    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 +17

    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!!

  • @Lucifer-wd7gh
    @Lucifer-wd7gh 2 роки тому +53

    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 8 місяців 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 6 місяців тому +3

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

  • @ShubhamSingh-zv6su
    @ShubhamSingh-zv6su Рік тому +5

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

  • @rajkumarrai3609
    @rajkumarrai3609 15 днів тому +1

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

  • @ANKUSHKUMAR-jr1pf
    @ANKUSHKUMAR-jr1pf 3 роки тому +6

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

  • @AnmolKumar-so8lh
    @AnmolKumar-so8lh 7 місяців тому +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

  • @Dhkgbhj12
    @Dhkgbhj12 Рік тому +1

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

  • @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

  • @rojach5029
    @rojach5029 Рік тому +3

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

  • @pramitthapa283
    @pramitthapa283 2 місяці 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.

  • @Nitesh717
    @Nitesh717 10 місяців тому

    Jabardast bhai , pehle baar kmeans samjh mei aaya 🙏🙏

  • @dataminX
    @dataminX 2 місяці тому

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

  • @kpremkumar9523
    @kpremkumar9523 2 роки тому +2

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

  • @tintumarygeorge9309
    @tintumarygeorge9309 7 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.

  • @zaedgtr6910
    @zaedgtr6910 Рік тому

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

  • @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.

  • @technicalraman8848
    @technicalraman8848 Рік тому

    CampusX King on UA-cam for Data Science Enthusiast

  • @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!

  • @agrimdev407
    @agrimdev407 3 місяці тому +2

    really enjoyed your explanation.Keep it up🙌

  • @arghyabar5903
    @arghyabar5903 Рік тому

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

  • @adritagoswami2263
    @adritagoswami2263 7 місяців тому

    You have an amazing teaching technique

  • @rachitsingh4913
    @rachitsingh4913 2 роки тому

    Best Teacher of Data Science in the world. Period❤

  • @ashyy346
    @ashyy346 11 місяців тому

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

  • @rushikeshmalpe3715
    @rushikeshmalpe3715 3 роки тому +2

    Please finish Playlist sir as soon as possible Thank you ❤️

  • @yusufkhanvlogs9581
    @yusufkhanvlogs9581 3 роки тому +10

    Please cover Xgboost, lgbm and catboost.

    • @near_.
      @near_. Рік тому

      Did u get anywhere. Iam looking for it

  • @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 😍😍😍

  • @kashishchopra7708
    @kashishchopra7708 3 місяці тому

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

  • @kirankapruwan8892
    @kirankapruwan8892 8 місяців 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

  • @chetankumar9463
    @chetankumar9463 2 роки тому

    Indepth explanation. Thanks sir

  • @narendraparmar1631
    @narendraparmar1631 8 місяців тому

    Good Explanation
    Thanks

  • @SitaRam-js9fu
    @SitaRam-js9fu 8 місяців тому

    Sir u explained well...thank you so much

  • @TechMantra_Quest123
    @TechMantra_Quest123 Рік тому

    Very well explained

  • @krizbella_4k7_
    @krizbella_4k7_ 5 місяців тому

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

  • @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

  • @uzairrehman5765
    @uzairrehman5765 Рік тому

    Awesome explanation Nitish Sir ❤

  • @vipin2872
    @vipin2872 4 місяці тому

    one of the best explanation

  • @hemantdangi8679
    @hemantdangi8679 Рік тому

    Best Video 😊😊

  • @shafiqshams3065
    @shafiqshams3065 Рік тому

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

  • @rushabhshah12200
    @rushabhshah12200 8 місяців тому

    Best explanation compared to my ML professor!

  • @MuhammadJunaid-yr8jd
    @MuhammadJunaid-yr8jd Рік тому

    i can just say about the explanation
    just like wow

  • @murthynaik9779
    @murthynaik9779 Рік тому

    Nice explanation

  • @theviralclips4409
    @theviralclips4409 2 роки тому +2

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

  • @mohammadvahidansari8212
    @mohammadvahidansari8212 3 роки тому +1

    Sir please upload video on SVM algorithm

  • @rahul4275
    @rahul4275 10 місяців 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?

  • @ParthivShah
    @ParthivShah 6 місяців тому +1

    Thank You Sir.

  • @niketasengar9191
    @niketasengar9191 7 місяців тому

    best explanation👏

  • @darshann812
    @darshann812 Рік тому

    best explanation🙌

  • @projeshbasnet1695
    @projeshbasnet1695 Рік тому

    superb explanation! thumbs up bro!

  • @SS-yb1qd
    @SS-yb1qd Рік тому

    superb

  • @tuhinmajumdar720
    @tuhinmajumdar720 2 роки тому

    Great!

  • @descendantsoftheheroes_660
    @descendantsoftheheroes_660 Рік тому

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

  • @rafibasha4145
    @rafibasha4145 2 роки тому +1

    Hi Nitish bro,can i use other distance than Euclidean

  • @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?

  • @trendingstories8981
    @trendingstories8981 3 роки тому

    please use E-commerce customer segmentation dataset for practical implementation

  • @reee896
    @reee896 5 місяців тому

    Awesome 🎉🎉🎉

  • @matlabaerospace8544
    @matlabaerospace8544 Рік тому

    Sir, please explain Gaussian Mixture Model also

  • @sandipansarkar9211
    @sandipansarkar9211 2 роки тому

    finished watching

  • @sachinbilung2584
    @sachinbilung2584 Рік тому

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

  • @himanshuprasad9579
    @himanshuprasad9579 8 місяців тому

    really helpful!!! thanks a ton.

  • @abinashmalla3315
    @abinashmalla3315 Рік тому

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

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

    ur the best

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

    Thank you sir 🙏

  • @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.

  • @kislaykrishna8918
    @kislaykrishna8918 3 роки тому

    🙏🙏

  • @shubhamchauhan6916
    @shubhamchauhan6916 3 роки тому

    Sir implement this on movies dataset plzz

  • @poojaverma3247
    @poojaverma3247 Рік тому

    Sir mean kaise nikal rhe h

  • @vamsij1496
    @vamsij1496 Рік тому

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

    • @bluebon5228
      @bluebon5228 6 місяців тому

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

  • @rstelent6255
    @rstelent6255 10 місяців тому

    pdhane se phele confusion dur kro khud ki

  • @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 2 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 👍

  • @SuzyZou1995
    @SuzyZou1995 10 місяців тому

    speak english please

  • @lessanletting3662
    @lessanletting3662 Рік тому

    use english in your videos