K-means Clustering Example / KTU Machine learning

#kmeansclusteringexample #machinelearning #k-means
Clustering or cluster analysis is the task of grouping a set of objects in such a way that objects in the same group called cluster are more similar to each other than to those in other clusters. K-means clustering algorithm is one of the simplest unsupervised learning algorithm for solving the clustering problem. This video lecture discuss on k-means clustering algorithm in detail with an example.
notes
drive.google.com/file/d/1EV2w...

Пікірлер: 91

  • @jinudaniel6487
    @jinudaniel64873 жыл бұрын

    great video.. love to hear the malayalam too :)

  • @ranjinighoshdastidar7070
    @ranjinighoshdastidar7070 Жыл бұрын

    Excellent explanation. I do not understand your language, yet was able to follow perfectly. thank you loads.

  • @ehdar3870
    @ehdar38707 ай бұрын

    I love the way you explain and so easy to understand for beginner.

  • @029_menaha4
    @029_menaha4 Жыл бұрын

    Very clear explanation thank you for this video ❤

  • @maburwanemokoena7117
    @maburwanemokoena7117 Жыл бұрын

    I loved this video. It is so amazing.

  • @liteteeskothammudu1551
    @liteteeskothammudu1551 Жыл бұрын

    This is very helpful. Appreciated

  • @EntUni8563
    @EntUni8563 Жыл бұрын

    thank you so much now i understood it perfectly

  • @gauravpachbhai4165
    @gauravpachbhai4165 Жыл бұрын

    can't understand your language but i have understood this example properly ,thanku mam❤

  • @user-td8zb9xo9k
    @user-td8zb9xo9k Жыл бұрын

    really good explanation, thank you mam.

  • @beingyourself4553
    @beingyourself45535 ай бұрын

    even i dont understand the language , but able to understood .. great explanation ....!

  • @princeabraham2644
    @princeabraham2644 Жыл бұрын

    Good explanation.thank you

  • @sriganeshbalasubramanian1506
    @sriganeshbalasubramanian15063 жыл бұрын

    Orupad nanni madam🙏🙏🙏

  • @geffydaney
    @geffydaney2 жыл бұрын

    Thank you for your video, very helpful to understand the algorithm.

  • @nitishmc6929
    @nitishmc69293 жыл бұрын

    Mam your explanation is really good, please make a video on linear regression, multiple regression, decision tree and random forest concepts with example problems.... and I also request you to give numbering to the videos in this playlist,so that it will be helpful follow a proper order....!!! Thank you.. keep going

  • @Eric-xh9ee
    @Eric-xh9ee Жыл бұрын

    Ma'am, what book do you use to find such good examples?

  • @vivek65522
    @vivek655222 жыл бұрын

    When ever we have exams, Its only Asha mam to the rescue.

  • @AshinJijo-nh5pm
    @AshinJijo-nh5pm2 ай бұрын

    Thx ma'am the vedio was very useful ✨

  • @vishnus4904
    @vishnus49042 жыл бұрын

    Thankyou so much ❤️❤️❤️

  • @rajaachandramohan1991
    @rajaachandramohan19912 жыл бұрын

    Saraswati Devi Thaye..!!! 🙏

  • @sibiskoshy2169
    @sibiskoshy21693 жыл бұрын

    thanks mam

  • @srimanproductions8396
    @srimanproductions8396 Жыл бұрын

    Mam which book do you use to take these problems ?

  • @baliharsingh7139
    @baliharsingh71392 жыл бұрын

    mam very nice explanation

  • @rjlove143
    @rjlove143 Жыл бұрын

    Super mam well explanation

  • @satheeshdhandapani9903
    @satheeshdhandapani99032 жыл бұрын

    Thanks mam. Very good explanation. I dont understand Malayalam, but I can understand the concepts.

  • @ashmitha.G
    @ashmitha.G2 жыл бұрын

    Awesome👌🏻👌🏻👌🏻

  • @souravmalani6813
    @souravmalani6813 Жыл бұрын

    Great video

  • @sudhirkumar-cm8qy
    @sudhirkumar-cm8qy2 жыл бұрын

    Good explanation

  • @aadi.rohith
    @aadi.rohith2 жыл бұрын

    Immensely Helpful!! Thank U ma'am 🙂

  • @mohanarao5977
    @mohanarao5977 Жыл бұрын

    Super explanation

  • @ravinderdavuda5785
    @ravinderdavuda57853 жыл бұрын

    Thank you mam for detailed explanation. Thank you

  • @master_bos_
    @master_bos_7 ай бұрын

    ippozhaa kathiyee 🤝

  • @latshayam7236
    @latshayam72362 жыл бұрын

    thank u chechi

  • @sreelakshmi7932
    @sreelakshmi79326 ай бұрын

    Sooo helpfulllll❤

  • @krithikstr5330
    @krithikstr53302 жыл бұрын

    Tq mam lovable language and I love your explanation I'm from tamil nadu still I understand your speech and the way you have taught this topic made my day 🥰

  • @kasoul_gaming
    @kasoul_gaming2 жыл бұрын

    thank you

  • @Saurabh-rs9in
    @Saurabh-rs9in3 ай бұрын

    Thankyou madam I don't understand that malyalam but understood the concept. Nandi🙏💝

  • @mithin823
    @mithin823 Жыл бұрын

    Thank you

  • @crezycrezy4522
    @crezycrezy4522 Жыл бұрын

    Mam step 5 A3(2,3) Assigned center is V2...both clusters are same mam why then u going to step 6 mam

  • @srinivasanm8474
    @srinivasanm8474 Жыл бұрын

    Mam distance formula is wrong x2-x1 and y2-y1 insight the square???

  • @rohitkolekar0108
    @rohitkolekar01088 ай бұрын

    7:36 how to take (2,1.33)

  • @m.j8284
    @m.j82843 жыл бұрын

    very good

  • @fsham5570
    @fsham55703 жыл бұрын

    Great explanation thanks

  • @farsadheidari1383
    @farsadheidari13836 ай бұрын

    thanks

  • @aasifn.m3692
    @aasifn.m36923 ай бұрын

    Thanks mam

  • @erikasim9257
    @erikasim92573 ай бұрын

    the most ironic video ever, someone speaking a totally different language teaches better than my uni professor T_TTTTTT

  • @basiccstutorials8346
    @basiccstutorials83462 жыл бұрын

    great

  • @karunamoorthir9191
    @karunamoorthir91912 жыл бұрын

    Nice mam

  • @nanibesthananibestha2873
    @nanibesthananibestha28738 ай бұрын

    thank you madam

  • @lordwiz979
    @lordwiz9796 ай бұрын

    nice 👍👍

  • @jemimaa8132
    @jemimaa81323 жыл бұрын

    Thankyou Teacher.

  • @niranjanbharti1864
    @niranjanbharti18642 жыл бұрын

    How did she assign v1 and v2 please some explain in English

  • @GIRISH_E

    @GIRISH_E

    Жыл бұрын

    That's random you can choose any points based on the number of clusters:)

  • @poojapoojadhapte1430
    @poojapoojadhapte14307 күн бұрын

    😊😊

  • @27august60
    @27august606 ай бұрын

    Kumavo nuna🥂

  • @user-lw5rv5lu1x
    @user-lw5rv5lu1x Жыл бұрын

    please make the videos in English so that it can reach to maximum students. thanks

  • @Rangarang
    @Rangarang2 жыл бұрын

    thanks from Afghanistan maam! but still, I have a confusion about the calculation of euclidian distance

  • @vaishnavv7808
    @vaishnavv78082 жыл бұрын

    Euclidian distance= sqr root((x2-x1)^2+(y2-y1)^2) enne alle?

  • @remya365

    @remya365

    6 ай бұрын

    no

  • @vaishnavv7808

    @vaishnavv7808

    6 ай бұрын

    Yes I am wrong, thank you for correcting me

  • @sureshm430
    @sureshm4302 жыл бұрын

    Madam, Please teach in English .. we too can understand

  • @vaiebhavpatil2340
    @vaiebhavpatil2340 Жыл бұрын

    based

  • @hemanthreddy2964
    @hemanthreddy29642 жыл бұрын

    Your explanation of a concept is good but don't use your mother tounge Max try to explain in English Thank you

  • @suyrakantgurakhe8910
    @suyrakantgurakhe8910 Жыл бұрын

    Don't understand Malyalam but okay with English

  • @romanasalim5335
    @romanasalim53352 жыл бұрын

    plse upload notes maam...

  • @eduflairktucs7636

    @eduflairktucs7636

    2 жыл бұрын

    Refer description box

  • @romanasalim5335

    @romanasalim5335

    2 жыл бұрын

    @@eduflairktucs7636 athil link kandilallo maam... Can u plse send me the link to download agglomerative, k meansnotes

  • @eduflairktucs7636

    @eduflairktucs7636

    2 жыл бұрын

    drive.google.com/file/d/1EV2wYLnSqRvqidCLNV4QFHNb7wHnvKM7/view?usp=drivesdk

  • @romanasalim5335

    @romanasalim5335

    2 жыл бұрын

    @@eduflairktucs7636 maam... Ur classes are very good... Ur videos are helping me alot for my datamining subject preparation... Thankyou so much. Also let me know whther u have a video on o Id3 algo pblm... It will be very useful

  • @seenimalik2911
    @seenimalik29113 ай бұрын

    Distance formula is wrong mam

  • @bunchofatoms10
    @bunchofatoms109 ай бұрын

    formula for eucledien distance is wrong maam, it's x2-x1 not x1-y1

  • @eduflairktucs7636

    @eduflairktucs7636

    9 ай бұрын

    I have considered the data points as (x1, x2) and (y1, y2). Hence the equation is SQRT((x1-y1)^2 + (x2-y2)^2)

  • @manishkumarvivekanandhan2694
    @manishkumarvivekanandhan26942 жыл бұрын

    Distance formula is wrong.

  • @mohammedshabazhussain3597
    @mohammedshabazhussain35972 жыл бұрын

    Request to follow anyone language during explanation, you prepare lectures in English and the language you are telling bcoz as you are using maximum times other language instead of English

  • @chrisngoy9827
    @chrisngoy98273 жыл бұрын

    why not speaking full english if you have already started in english? not everyone can understand the other language

  • @MrSubinraj

    @MrSubinraj

    2 жыл бұрын

    It was for ktu students where 98% of students have Malayalam (langauge which she talks) as native language

  • @lyrical_lyricist_

    @lyrical_lyricist_

    Жыл бұрын

    Yes

  • @saikiranrao194

    @saikiranrao194

    Жыл бұрын

    Learn the other language 😂

  • @AF-Post007

    @AF-Post007

    Жыл бұрын

    Shutup

  • @praveenbhotla2252

    @praveenbhotla2252

    Жыл бұрын

    Its true

  • @UMERFAROOQ-cl2nd
    @UMERFAROOQ-cl2nd Жыл бұрын

    Plx use other language so it can b help full for all😭😭

  • @poojapoojadhapte1430
    @poojapoojadhapte143021 күн бұрын

    Formula is wrong

  • @andyn6053
    @andyn605310 ай бұрын

    WRONG! U ARE CALCULATING THE EUCLIDEAN DISTANCE WRONG!!! ITS SQR((x1-x2)^2+(y1-y2)^2)

  • @eduflairktucs7636

    @eduflairktucs7636

    9 ай бұрын

    You are correct only if the data points are (x1, y1) and (x2, y2). But I have considered the data points as (x1, x2) and (y1, y2). Hence the equation is SQRT((x1-y1)^2 + (x2-y2)^2)

  • @diannri4911
    @diannri49112 жыл бұрын

    The panoramic justice transmurally provide because trumpet histologically park amongst a craven meteorology. left, lame desire

  • @liveentertainment283
    @liveentertainment28311 ай бұрын

    Please don’t speak in malayalam we don’t understand it, it would be better to speak Urdu/Hindi

  • @faru6992
    @faru6992 Жыл бұрын

    Thanks mam