K-mean Clustering with Numerical Example | Unsupervised Learning | Machine🖥️ Learning 🙇‍♂️🙇

00:00 - Intro
00:28 - example of cluster
K-means clustering is an unsupervised learning algorithm used to partition a dataset into K distinct, non-overlapping subsets or clusters.
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Пікірлер: 95

  • @rahulsen4886
    @rahulsen48868 ай бұрын

    Sir kya hee pdate ho ❤❤ love your voice. Mera DBMS APKI HE help se nikla h

  • @rafu5526
    @rafu55267 ай бұрын

    maza aagay kya easily samjhaya sir ne

  • @sanidhyarawat8506
    @sanidhyarawat85066 ай бұрын

    beautifully explained!!!!

  • @mariakhan3987
    @mariakhan39875 ай бұрын

    Indians , You've got a GEM . He's better teacher than I've had at university. Appreciation from PAK.

  • @justit9394

    @justit9394

    5 ай бұрын

    from india, he is also better than the teacher at my uni🤞

  • @123....infinityanish2

    @123....infinityanish2

    2 ай бұрын

    Thanks, sis yup he is really one of the best teachers in India in Computer Field

  • @meenapatil3720

    @meenapatil3720

    2 ай бұрын

    😂😂

  • @playing_dark2553

    @playing_dark2553

    Ай бұрын

    i don't know what they teach u at ur university, they don't believe in Darwin's law of natural selection, evolution theory

  • @syedmustahsan4888
    @syedmustahsan4888Ай бұрын

    Explained very simply.

  • @hafizmuhammadadnan2929
    @hafizmuhammadadnan29292 ай бұрын

    I really like the way you teach and its really better than international teachers in my University that is in Hatfield, UK

  • @thepredatorda2463
    @thepredatorda24638 ай бұрын

    Awesome explanation sir❤❤

  • @noorimtiaz4265
    @noorimtiaz42654 ай бұрын

    Assalam o ALikum sir I am following you since my first semester. Now I am in my last semester and your method is so good that even i can't remember my subject teacher's words. Your videos have helped me a lot in 4 years. I lesson your almost all playlists a week before exam and tomorrow is my paper of Dataware house. And end of my studies. a lot of respect ofr you from PAKISTAN from start to now you are much weaker care your health

  • @sankrishnagoyal9576

    @sankrishnagoyal9576

    4 ай бұрын

    Good luck for your future

  • @siddhpurakeval8090
    @siddhpurakeval80906 ай бұрын

    tnk you sir what a explanation sir great work😍😍

  • @anuragmaurya2796
    @anuragmaurya27962 күн бұрын

    Thank you sir 🙏😊

  • @nasimfarsid
    @nasimfarsid6 ай бұрын

    Wahhh/// easy example

  • @shayan9183
    @shayan91836 ай бұрын

    Thank you so much sir

  • @soulmate6364
    @soulmate63647 ай бұрын

    Apse bidya teacher mene aaj tk nhi dekha

  • @lakshmathur5159
    @lakshmathur51597 ай бұрын

    Kal exam hai sirrr. Or Aaj aapki yaad aagyi vapas. Thank you sir pass karane ke liye

  • @rohanvaybhase1221

    @rohanvaybhase1221

    7 ай бұрын

    Dwm?

  • @karmpanchal1239
    @karmpanchal12396 ай бұрын

    Thanks sir,got it🙂

  • @MaryamKhan-wg4wj
    @MaryamKhan-wg4wj6 ай бұрын

    Best explains ❤

  • @vartikagupta8816
    @vartikagupta88162 ай бұрын

    very nice explanation

  • @palakgrover9925
    @palakgrover99256 ай бұрын

    Good job bro!

  • @meetsevak3293
    @meetsevak32933 ай бұрын

    probably the best teacher for btech

  • @JayPatel-ou2ud
    @JayPatel-ou2ud7 ай бұрын

    amazing

  • @RahulSharma-ce8ld
    @RahulSharma-ce8ld3 ай бұрын

    Sir wow ap bhut hi acha pdhate ho. Sir please data science ke semester subjects ki bhi playlist layeiye. Like mongodb, oracle, python libraries pytorch, sklearn, and more. Thank u sir.❤

  • @MohdJunaid-fg5et
    @MohdJunaid-fg5et3 ай бұрын

    Thanks

  • @yuvrajagarkar8942
    @yuvrajagarkar89426 ай бұрын

    nice

  • @thunderking444
    @thunderking4448 ай бұрын

    Sir, please make a playlist Data warehouse and mining and add all this type of videos in that playlist🙏🏻 Love you❤ sir

  • @kushagrasingh5117

    @kushagrasingh5117

    29 күн бұрын

    for that subject you can watch easy engineering classes playlist. it's a good playlist.

  • @user-cf6dh4vz6z
    @user-cf6dh4vz6z3 ай бұрын

    i think after one iteration we need to do more iteration for future clustering

  • @shahidrahman6470
    @shahidrahman6470Ай бұрын

    thank you sir G.....?

  • @AbdullahAbdullah-jc4uf
    @AbdullahAbdullah-jc4uf7 ай бұрын

    ❤😮

  • @Universal_truth273
    @Universal_truth2739 күн бұрын

    🐊#THANKYOU

  • @shyambaba2424
    @shyambaba24245 ай бұрын

    sir,Machine learning mai jo python ki libraries use hoti hai vo bhi krwado like streamli , yfinance

  • @madhvibaghel6084
    @madhvibaghel60848 ай бұрын

    Sir please goodman's and kruskal's gama ko bhi padha dijiye 🙏

  • @smburhan6323
    @smburhan63237 ай бұрын

    Sir agar 2 clusters ke ans same ain to then kia karna hoga?

  • @Vlogwithchanna
    @Vlogwithchanna8 ай бұрын

    Sir please data mining 😢😢

  • @arunimadolui1580
    @arunimadolui15807 ай бұрын

    please upload more videos on various topics of ML like HMM

  • @user-ug3xc5xf6m
    @user-ug3xc5xf6m2 ай бұрын

    Sir apriori algorithm pe video bna do please 😢

  • @syedmuhamza
    @syedmuhamza5 ай бұрын

    A very good video but has an error (updating centroid value before completion of an iteration). Correct method can be seen here: kzread.info/dash/bejne/fa5-sbSpaMXNodY.html

  • @DeveloperAzhar
    @DeveloperAzhar4 ай бұрын

    00:40

  • @suryakantgupta1358
    @suryakantgupta13582 ай бұрын

    As an Indian No teacher delivered leacture on this topic in classroom but IDK why it's in syllabus😢

  • @RanveerSingh-ed2sr
    @RanveerSingh-ed2sr8 ай бұрын

    ❤❤

  • @g51661
    @g516616 ай бұрын

    I think sir, first all the values should be assigned to nearby centroid then updation should be done. Kindly check it sir 🙏

  • @lilybloom5397

    @lilybloom5397

    6 ай бұрын

    Yess. Exactly. First we will calculate the distance of centroids with each data points. Then assign the clusters based on min value. After that we update the centroids.

  • @yashodharawankhede4283

    @yashodharawankhede4283

    3 ай бұрын

    U are correct

  • @prashant5737

    @prashant5737

    3 ай бұрын

    Answer will be same in both methods

  • @nischayparashar8318

    @nischayparashar8318

    2 ай бұрын

    Haaawwwww 😳

  • @armyman9907

    @armyman9907

    Ай бұрын

    You are right

  • @kosherAD
    @kosherAD7 ай бұрын

    Isn't the mean value taken only after all the dataset points are placed in clusters? and not as soon as a data point is added in one of the cluster!

  • @collegevibes592

    @collegevibes592

    7 ай бұрын

    yeah same doubt yar

  • @ananyasen140

    @ananyasen140

    6 ай бұрын

    Nope after a new datapoint is added to a cluster new centroid if that cluster has to be calculated as it has a new data point in it and thus the centroid will keep changing

  • @__SANTHOSHR

    @__SANTHOSHR

    5 ай бұрын

    In the k-means clustering algorithm, the mean value (centroid) for each cluster is recalculated iteratively. The algorithm starts with an initial assignment of points to clusters and updates the centroids based on the mean of the points in each cluster. This process is repeated until convergence, where the assignment of points to clusters and the centroids no longer change significantly.

  • @__SANTHOSHR

    @__SANTHOSHR

    5 ай бұрын

    in certain scenarios or variations of k-means, there are adaptations that involve updating the means dynamically as new data points arrive. This is more common in online or streaming clustering algorithms. If you are working with a scenario where data points are added incrementally, and you want to update cluster means after each addition, you might be looking at an online clustering approach rather than the traditional k-means algorithm.

  • @Unknownkpopstaner22
    @Unknownkpopstaner227 ай бұрын

    Sir JB K1 and K2 both will be updated then for the next instance will we take the mean from the updated centroid or the previous k1?

  • @saylee.mangalmurtibtech2029

    @saylee.mangalmurtibtech2029

    7 ай бұрын

    did u get the answer for this question?

  • @kanukriti

    @kanukriti

    7 ай бұрын

    updated one

  • @Unknownkpopstaner22

    @Unknownkpopstaner22

    7 ай бұрын

    @@saylee.mangalmurtibtech2029 yes thank you.

  • @Unknownkpopstaner22

    @Unknownkpopstaner22

    7 ай бұрын

    @@kanukriti thank you.

  • @suhaillone831

    @suhaillone831

    6 ай бұрын

    We take mean everytime from the updated centroid because we update centroid after every step.

  • @kaushikn4352
    @kaushikn43526 ай бұрын

    what others take 1 hr to explain, you do it in few min.

  • @sayed5603
    @sayed56037 ай бұрын

    k=3 hai tab kaise karte hai

  • @gategurukul1156
    @gategurukul11567 ай бұрын

    sir, C3 ki value aap ne C2 m kaise rakh dia(how 200 is close to C2 and 300 is not close to C2)part nahi smjh aya🤔🤔🤔

  • @mxveesh

    @mxveesh

    6 ай бұрын

    The smaller the distance, the closer the datapoint is to the cluster so keeping that in mind, we put the datapoint in it's closest cluster.

  • @tayyabasadiq6107

    @tayyabasadiq6107

    5 ай бұрын

    200 c1 k to zada close tha na..ya phr jo distance c2 sy find kia wo c2 ma dalna or jo c1 sy usy c1 ma??? @@mxveesh

  • @user-ru9ju3mf3t
    @user-ru9ju3mf3tАй бұрын

    on night before exams we see

  • @roginceldemata7792
    @roginceldemata77927 ай бұрын

    Please add subtitles, some of use can't understand your language. Thanks!

  • @MohanSwaroopCKNL-wy9kd
    @MohanSwaroopCKNL-wy9kd8 ай бұрын

    As I am preparing for AP Assistant Professor job please give me last minute notes sir which is ugc net paper 2 syllabus

  • @yumnaahmed9643
    @yumnaahmed9643Ай бұрын

    Sir ap nay 1 part ka cantroide ki mean wrong nikali hay wrong ans a raha hay 40+20/2 =55..... Agay b sara wrong hay Check it

  • @i.6xc_

    @i.6xc_

    27 күн бұрын

    nahi yumna Its okay , 40+30/2 he hoga kyunkay k2 centroid m C2 k sath nearest value ayi updation bhi usi k sath hogi

  • @hannanbaig7888
    @hannanbaig78884 ай бұрын

    This updation thing seems to be wrong

  • @mdamirsabir1630
    @mdamirsabir16306 ай бұрын

    Cluster1= C1, C4,C7 Cluster2= C1,C3,C5,C6

  • @ranitsarkhel652

    @ranitsarkhel652

    6 ай бұрын

    Cluster2=C2, C3, C5, C6

  • @dibyaverma3599

    @dibyaverma3599

    6 ай бұрын

    C7 is coming in Cluster2 !! Now im confused

  • @__SANTHOSHR

    @__SANTHOSHR

    5 ай бұрын

    no way c7 comes to same cluster of c1

  • @mdamirsabir1630

    @mdamirsabir1630

    5 ай бұрын

    You're all confusing me.. mere to exams bhi hogye🥲 bht ache gaye

  • @triptjotkaurkochar8628

    @triptjotkaurkochar8628

    Ай бұрын

    C7 is coming in cluster 2 ..??

  • @sambitpradhan1211
    @sambitpradhan12118 ай бұрын

    Sir kal hi ML me eae topic college me pade ,kuch bhi nahi samaj aa raha tha ab sab clear hogaya ek baar me hi😂 thank u sir ❤❤ Sir please ml ka pura playlist complete kardijie with python implement

  • @hannanbaig7888
    @hannanbaig78884 ай бұрын

    This video is 50% correct

  • @codeking4585

    @codeking4585

    23 күн бұрын

    How???

  • @Pydi_kamalakar
    @Pydi_kamalakar8 ай бұрын

    English subtitles 😢

  • @since_win_sins

    @since_win_sins

    Ай бұрын

    Learn Hindi to be in superiority.

  • @MdJasim-xe5fz

    @MdJasim-xe5fz

    Ай бұрын

    Caption language change first

  • @neeleshmathesh492
    @neeleshmathesh4927 ай бұрын

    Let

  • @YashBurad-cq9rj
    @YashBurad-cq9rj7 ай бұрын

    Moye moye...

  • @durgeshdeore144

    @durgeshdeore144

    6 ай бұрын

    moye moye

  • @umerallahdin4366
    @umerallahdin43665 ай бұрын

    Bhai ap kamzor ho rhy hyn 😢😅

  • @hammadkabir529
    @hammadkabir5296 ай бұрын

    please take care of your health it seems like you are getting weak physically.

  • @user-hq2mk7xo7o
    @user-hq2mk7xo7o6 ай бұрын

    Totally wrong...Bhai tera concept galat hai....thora sa pehle padh liya kro padhaane se pehle

  • @RahulSharma-ce8ld
    @RahulSharma-ce8ld3 ай бұрын

    Sir wow ap bhut hi acha pdhate ho. Sir please data science ke semester subjects ki bhi playlist layeiye. Like mongodb, oracle, python libraries pytorch, sklearn, and more. Thank u sir.❤

  • @user-pb6th4rt7y
    @user-pb6th4rt7y4 ай бұрын

    00:40