Complete Unsupervised Machine Learning Tutorials In Hindi- K Means,DBSCAN, Hierarchical Clustering

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  • Опубліковано 9 січ 2025

КОМЕНТАРІ • 59

  • @krishnaikhindi
    @krishnaikhindi  Рік тому +29

    Dont Forget to subscribe the channel for more such videos :)

    • @umaprasadsutar2658
      @umaprasadsutar2658 Рік тому +2

      Hello Sir, I wanted some help on ONA, where or which course is available to learn ONA.

    • @fahadshaikh3786
      @fahadshaikh3786 Рік тому +3

      Sir please complete the staticial playlist

    • @naturalworld2863
      @naturalworld2863 Рік тому +3

      Sir i want to join pw 3500 rupees data science course,,,, but on ow app this course is not visible

    • @shaikmubashira5836
      @shaikmubashira5836 Рік тому +1

      sir please complete stat playlist😕

    • @flixgpt
      @flixgpt 10 місяців тому

      ai/bi how can it be small when ai is big . please don’t put wrong explanation. It misleads and create lot of confusion . I would request you to please go through it and confirm . As the understanding get completely twisted .

  • @ArjunPaudel-q6o
    @ArjunPaudel-q6o Рік тому +22

    K-means++ techinque is used to avoid random initilization traps.Or in other words to intialize the centroids very far apart from each others so that all the data are grouped properly and classification becomes much accurate.

  • @sakshamarya2052
    @sakshamarya2052 Рік тому +30

    correction = 1:08:06
    if bi> ai then only it is a good cluster

  • @subhashishmitra3409
    @subhashishmitra3409 11 місяців тому +3

    Fantastic explanation. No deviated talks, just the crux. Love the way you explain. Great going !!!

  • @atifghori6529
    @atifghori6529 11 місяців тому +7

    Hello Mr Krish,
    I believe you made a mistake in the silhoutte score section. If a(i) >>> b(i) this would mean that the intra cluster distance is greater than the inter cluster distance, which would further imply that the clustering that is done is poor. In the video you have taken that as a case of good clustering. Same is true for a(i)

  • @mdmusaddique_cse7458
    @mdmusaddique_cse7458 Рік тому +4

    As always, super crisp and dope explanations!

  • @sagarchhoker8808
    @sagarchhoker8808 10 місяців тому +6

    Sir At 38:23, you have said that agglomerative is top down but its bottom up, and similarly divisible is top down.
    Sir thank you for the informative sessions.

  • @letsrockwithnavin11
    @letsrockwithnavin11 7 місяців тому +2

    time --> 1:08 , if b(i) > a(i) then our cluster is good.
    .
    this playlist is Very Helpful...
    Thanks Sir ❤❤❤❤❤❤❤

    • @bharatsahay2264
      @bharatsahay2264 3 місяці тому

      exactly...bro...ty

    • @KamalIndia100
      @KamalIndia100 Місяць тому

      simple and easy when the value is 1 , it is the appropriate case but when the value is 0 or -1 then it is a bad case

  • @letsrockwithnavin11
    @letsrockwithnavin11 7 місяців тому +1

    Time : 1: 16 ---> when our centroid is located very nearly then our model can't able to make good cluster , to outcome this problem we use K-MEAN ++ Initialization --> after applying this our centroid located FAR from each other.
    Thanks Sir 💓💓💓

  • @soniyachaudhary6363
    @soniyachaudhary6363 11 місяців тому

    sir, aapka teaching style bhut jyada accha hai, mere doubts clear hotey hai aapki hi videos se. Is lectures k notes kha se le sir.

  • @shruti9731
    @shruti9731 Рік тому

    Amazing video. Thank you for teaching us with dedication.

  • @sagarchaudhari2343
    @sagarchaudhari2343 7 місяців тому

    Thank you very much sir i am from non it background but get all the concept little bit the way you r teaching is superb

  • @avadheshbhoot
    @avadheshbhoot 5 місяців тому

    Thank you for the awesome free content on clustering.

  • @KamalIndia100
    @KamalIndia100 Місяць тому

    Very Nice explanation. Really helpful.

  • @sohanamitarathod928
    @sohanamitarathod928 Рік тому +3

    Hi Krish. Pls make share more transition stories 🥲
    Also emphasize more on the hiring process. Many companies probably have live codings rounds . Pls throw more light on this 🙏🏻

  • @gaurigupta4766
    @gaurigupta4766 Рік тому

    sir please make complete playlist for ml for college exam like arm and all other topics,Your way of teaching is excellent!!

  • @Pawankumar-i8c
    @Pawankumar-i8c Місяць тому

    thanks you so much sir for this lecture

  • @GauravKumar-ot5kb
    @GauravKumar-ot5kb 5 місяців тому +3

    mistake: a(i) < b(i) , good cluster, but it is said opposite in video timestamp(1:05:00)

  • @vikashprasad1309
    @vikashprasad1309 Рік тому +1

    sir ur amazing..!!!!

  • @deepakchauhan2508
    @deepakchauhan2508 Рік тому

    It is very helpful to understand unsupervised learning methods

  • @anshikasharma6846
    @anshikasharma6846 Рік тому +1

    By using k-means ++ we can initialise centroids which are far from each other, so that we can overcome Random Initialisation Trap.

  • @bharatsoni9734
    @bharatsoni9734 5 місяців тому +1

    Dendrograms : A Dendrogram is a tree-like diagram used to visualize the relationship among clusters.

  • @sabbiruddinakash7181
    @sabbiruddinakash7181 5 місяців тому

    Thank you so much sir.

  • @hasiiabbasi
    @hasiiabbasi Рік тому +2

    Sir please complete statistics playlist in Hindi

  • @subhashishmitra3409
    @subhashishmitra3409 9 місяців тому

    Hello Krish, if possible can you record some sessions around HM Markov model and Expectation-maximization algo?

  • @ShivamVisnoi
    @ShivamVisnoi 7 місяців тому

    Sir , please share the board PDP as you shared in the playlist of ML , it will very helpful for us

  • @ajitabh99935
    @ajitabh99935 5 місяців тому

    Great wok you are doing Krish, Please tell me about the Whiteboard app that you use, it will be a great help

  • @niku237
    @niku237 Рік тому

    Sir kindly provide lecture of ANN also

  • @slayofficial1136
    @slayofficial1136 6 місяців тому

    k means for large dataset and hierarchial for small dataset

  • @Tech_Enthusiasts_Shubham
    @Tech_Enthusiasts_Shubham Рік тому +1

    sir when will end to end data science projects come with dvc and mlops included in that i really need it sir if possible please bring it as soon as possible

  • @rohitrohit6883
    @rohitrohit6883 Рік тому +1

    Hy i am unable to get ppt or notes of the classes.

  • @navjeetkaur3014
    @navjeetkaur3014 8 місяців тому +1

    how do you define small and large dataset ?

    • @navjeetkaur3014
      @navjeetkaur3014 8 місяців тому

      @krishnaikhindi please help me understand

  • @deepaklonare9497
    @deepaklonare9497 11 місяців тому

    for K=3 , how perpendicular lines will divide the clusters..there will be 6 clusters right..

    • @likithb3726
      @likithb3726 10 місяців тому +1

      no bro when dividing it will be like one-vs-all method, i.e consider 1st k value , one side will belonging the cluster of this point and the either is side will belong to the other groups

  • @bharatsoni9734
    @bharatsoni9734 5 місяців тому +1

    seriously Bhai !!!!!! Esse bande padhye to padhne mai maaja aata hai...... saale clg ke gvr teachers , female faculty
    se baate krne mai hi time waste krte hai....

  • @ChinmayMishra-g2f
    @ChinmayMishra-g2f Рік тому

    score=silhouette_score(x_train,labels=kmeans.labels_)
    this line throws an error. Please guide

  • @faizannaviwala163
    @faizannaviwala163 6 місяців тому +1

    notes of last few videos is missing

  • @muskaanchawla571
    @muskaanchawla571 Рік тому

    Can you please share the whiteboard you use

  • @RahulGupta-sj8fn
    @RahulGupta-sj8fn Рік тому

    yeh slides github par upload kiya hai kya?.

  • @SAKET-xg4cc
    @SAKET-xg4cc 2 місяці тому

    For huge dataset K means

  • @abhinavrajsaxena789
    @abhinavrajsaxena789 Рік тому

    Please yellow color use kare in compare of red

  • @ashishdeshmukh3785
    @ashishdeshmukh3785 Рік тому +3

    Hard hai

  • @ambreprathamesh7655
    @ambreprathamesh7655 Рік тому

    But how to find min pts value..?

  • @rishabhchoudhary0
    @rishabhchoudhary0 6 місяців тому

    Can I get this notepad pdf???

  • @vishalthakur4920
    @vishalthakur4920 Рік тому +1

    Sir django p playlist bnao