Machine Learning- Sudeshna Sarkar
Machine Learning- Sudeshna Sarkar
  • Видео 47
  • Просмотров 4 253 784
Tutorial08
Tutorial08
Просмотров: 18 752

Видео

Introduction to Clustering
Просмотров 54 тыс.7 лет назад
Introduction to Clustering
Kmeans Clustering
Просмотров 49 тыс.7 лет назад
Kmeans Clustering
Agglomerative Hierarchical Clustering
Просмотров 34 тыс.7 лет назад
Agglomerative Hierarchical Clustering
Python Exercise on kmeans clustering
Просмотров 21 тыс.7 лет назад
Python Exercise on kmeans clustering
Bagging and Boosting
Просмотров 79 тыс.7 лет назад
Bagging and Boosting
Introduction to Ensembles
Просмотров 48 тыс.7 лет назад
Introduction to Ensembles
VC Dimension
Просмотров 41 тыс.7 лет назад
VC Dimension
Sample Complexity: Finite Hypothesis Space
Просмотров 34 тыс.7 лет назад
Sample Complexity: Finite Hypothesis Space
Introduction to Computational Learning Theory
Просмотров 57 тыс.7 лет назад
Introduction to Computational Learning Theory
Tutorial VI
Просмотров 20 тыс.7 лет назад
Tutorial VI
Python Exercise on Neural Network
Просмотров 19 тыс.7 лет назад
Python Exercise on Neural Network
Neural Network and Backpropagation Algorithm
Просмотров 62 тыс.7 лет назад
Neural Network and Backpropagation Algorithm
Introduction
Просмотров 46 тыс.7 лет назад
Introduction
Deep Neural Network
Просмотров 31 тыс.7 лет назад
Deep Neural Network
Multilayer Neural Network
Просмотров 53 тыс.7 лет назад
Multilayer Neural Network
Python Exercise on SVM
Просмотров 30 тыс.7 лет назад
Python Exercise on SVM
SVM: Solution to the Dual Problem
Просмотров 24 тыс.7 лет назад
SVM: Solution to the Dual Problem
Nonlinear SVM and Kernel Function
Просмотров 52 тыс.7 лет назад
Nonlinear SVM and Kernel Function
SVM: Maximum Margin with Noise
Просмотров 27 тыс.7 лет назад
SVM: Maximum Margin with Noise
SVM: The Dual Formulation
Просмотров 47 тыс.7 лет назад
SVM: The Dual Formulation
Introduction Support Vector Machine
Просмотров 91 тыс.7 лет назад
Introduction Support Vector Machine
Logistic Regression
Просмотров 80 тыс.7 лет назад
Logistic Regression
Tutorial IV
Просмотров 27 тыс.7 лет назад
Tutorial IV
Python Exercise on Naive Bayes
Просмотров 29 тыс.7 лет назад
Python Exercise on Naive Bayes
Bayesian Network
Просмотров 81 тыс.7 лет назад
Bayesian Network
Naive Bayes
Просмотров 60 тыс.7 лет назад
Naive Bayes
Bayesian Learning
Просмотров 126 тыс.7 лет назад
Bayesian Learning
mod03lec18
Просмотров 12 тыс.7 лет назад
mod03lec18
Tutorial III
Просмотров 37 тыс.7 лет назад
Tutorial III

Комментарии

  • @thankgodojomah274
    @thankgodojomah274 3 дня назад

    i will like to met or chat with you privately about my work please

  • @user-mw8iq1oc3m
    @user-mw8iq1oc3m 20 дней назад

    i was able to answer first question s unsupervised learning but i missed the second step answer

  • @chaotic_singer13
    @chaotic_singer13 Месяц назад

    jaane wo kaise log the jinke dimaag ko yeh samajhne ki shakti mila, hamne to jab seekhna chaha kathinaaiyo ka saamna kara *crying emoji *

  • @ankurchanda1112
    @ankurchanda1112 Месяц назад

    This is probably the best decision tree explanation I've come accross. Thank you madam.

  • @apurvarai2324
    @apurvarai2324 Месяц назад

    I am not able to find the tutorial for the Week 5. Where can I find it?

  • @Master_10003
    @Master_10003 Месяц назад

    19:58 what is rt in these formulas?

  • @chinmayudaybhanu299
    @chinmayudaybhanu299 2 месяца назад

    Thanks a lot maam for providing such quality lectures. Those who have to study proper theoretical ML will truly appreciate these lectures.

  • @dinushachathuranga7657
    @dinushachathuranga7657 2 месяца назад

    Thanks a lot

  • @boy-sb4ef
    @boy-sb4ef 2 месяца назад

    bhai starting me itna romantic gaana kyu baja rahe ho😭😭😭

  • @fawadalikhan6079
    @fawadalikhan6079 3 месяца назад

    Ma'am, thanks for your brief introduction

  • @babumystery
    @babumystery 3 месяца назад

    Your language is tough ma'am please use simple language

  • @theperson66
    @theperson66 4 месяца назад

    The best professor!! I love your classes, thank you for your hard work.

  • @shahidulislamzahid
    @shahidulislamzahid 4 месяца назад

    From Bangladesh

  • @souvikpramanik462
    @souvikpramanik462 5 месяцев назад

    Ki sundor kore bojhacchen apni...Pranam neben

  • @rtiw6503
    @rtiw6503 5 месяцев назад

    Why youtube doesn't have ×10 fast forward ⏩ options

  • @rtiw6503
    @rtiw6503 5 месяцев назад

    Im will not going for IIT now, Dump teacher

  • @ayusharora7136
    @ayusharora7136 5 месяцев назад

    mam's knowledge>sir knowledge but....... sir's teaching ability>>>mam's ability

  • @sankalpietechtips
    @sankalpietechtips 6 месяцев назад

    Bhai bot ganda padhaya, kisi ki baaton par mat jao. Mahendra huddar se padh lo

  • @15997359
    @15997359 6 месяцев назад

    Shes a beautiful woman so by the way, and im 28😂

  • @venkybabu8140
    @venkybabu8140 6 месяцев назад

    I have to train my computer to do coding in the form of class identifiers and relations classes. Which is best. Thanks.

  • @lakshsinghania
    @lakshsinghania 7 месяцев назад

    14:24 maam shouldnt it be max of all functional margin as we want the largest distance from the decision boundary/surface for better classification? why min, i didnt understand.

  • @volleysmackz5960
    @volleysmackz5960 8 месяцев назад

    Isn't feature selection same as decision trees? where we select best features as tree grows and conclude when we certain homogeneity is reached?

  • @satyajitm4545
    @satyajitm4545 8 месяцев назад

    16:00

  • @saurabhchoudhary4572
    @saurabhchoudhary4572 8 месяцев назад

    Ma'am please consider the feedback in the comments section, you are hampering the image of IIT

  • @lokiravi5062
    @lokiravi5062 8 месяцев назад

    worst proff. No effort to make students understand

    • @deepg2477
      @deepg2477 4 месяца назад

      tere bas ki baat nahi hain AI/ML tu kuchh aur karle

  • @adarshgouda847
    @adarshgouda847 8 месяцев назад

    Do we have slides/notes available of this course?

  • @ricci1729
    @ricci1729 9 месяцев назад

    8:51 it would be 0.008 for P(cancer)

  • @mahipalmahato7648
    @mahipalmahato7648 9 месяцев назад

    7:25

  • @RahulSingh-up8jo
    @RahulSingh-up8jo 9 месяцев назад

    How is y (-ve) , x (+ve) z (+ve) different from y (+ve) , x (-ve) z (-ve)

  • @shubhgajjar8782
    @shubhgajjar8782 9 месяцев назад

    Nice teaching

  • @ayush7865
    @ayush7865 9 месяцев назад

    How to join this course

  • @dannyardika9942
    @dannyardika9942 9 месяцев назад

    Shocking that 7 years ago there's person was talkimg about this, since ChatGPT booming just lately

  • @AnkiitOp
    @AnkiitOp 9 месяцев назад

    Booooooooooooooooooooooooring

  • @regretsonly44
    @regretsonly44 9 месяцев назад

    Queen 👑 Amazing explanation

  • @bombastic_side_eye_007
    @bombastic_side_eye_007 9 месяцев назад

    Finally someone who's not showing a power point

  • @shubhamkshirsagar4511
    @shubhamkshirsagar4511 9 месяцев назад

    Bias and Variance are so simple topics , this lecture has made it more complicated.

  • @Bhagvad_gita_gharoghari
    @Bhagvad_gita_gharoghari 9 месяцев назад

    pure knowledge , thanks mam for such amazing lecture.

  • @pankajkumarbarman765
    @pankajkumarbarman765 9 месяцев назад

    great lecture ma'am . Thank you so much and happy teacher day, Pronam niben.

  • @Tchknow879
    @Tchknow879 10 месяцев назад

    mam you teaches awesome but one thing that i suggest you can you improve your black board ,improve your camera so we can see clearly

  • @HA-bj5ck
    @HA-bj5ck 10 месяцев назад

    Very well explained...........This is GOLD ❤

  • @parthivreddy7989
    @parthivreddy7989 10 месяцев назад

    why cant we just check generalization on test data without introducing validation set

  • @bbskarthikeya7472
    @bbskarthikeya7472 10 месяцев назад

    Bad teaching

  • @dhruvsanghvi5562
    @dhruvsanghvi5562 10 месяцев назад

    Great Instructor , poor cameraman

  • @aryanpandey8888
    @aryanpandey8888 11 месяцев назад

    I am not from computer science background and I am having trouble in understanding of the concepts😢. I am literally struggling hard to understand the concept and what ma'am is saying. It took me almost 1.5hrs to complete a 30min video even at 2x speed and still understood only 10% of it. Someone please tell me if I need any prior knowledge before getting into this course or any other alternative so that I can grasp the concepts. My feedback: If you have no prior knowledge of ML or if you are a non cs background student. Please don't think to join this course, It would be or it will be the one of the most boring lecture you have ever watched. Edit: I watched next of the lectures at normal and 1.5x speed and it made it a little easy to understand, but still I am not able to solve the assignments.

    • @prashantshrivastava8447
      @prashantshrivastava8447 10 месяцев назад

      🙄🙄just watch it on normal it is simple no prior knowledge you need to understand a machine is doing everything on a algo why are you bothering?

  • @kalam_indian
    @kalam_indian 11 месяцев назад

    Different opinion but to me a good teacher is he/she who can explain and talk about the subject without any materials like notes or ppts, ex. Trainer in REPUTED coaching institute,,,

    • @jiviteshvarshney3644
      @jiviteshvarshney3644 8 месяцев назад

      Watch Andrew NG's lectures CS229 he's also referred notes and other material and i hope you know who he's.

    • @kalam_indian
      @kalam_indian 8 месяцев назад

      @@jiviteshvarshney3644 that is why i called as worst teaching methodology

  • @anilvirat9733
    @anilvirat9733 11 месяцев назад

    very good explanation mam. Thank You So Much.

  • @jamesmathew8291
    @jamesmathew8291 Год назад

    Excellently covered the topic. Which textbook reference ma'am

  • @bikrammajhi3020
    @bikrammajhi3020 Год назад

    very nicely explained lecture! Thank you Mam.

  • @Mobbgaming
    @Mobbgaming Год назад

    Writing what is written in the book and reading the same thing is not what teaching is.

  • @Mobbgaming
    @Mobbgaming Год назад

    Useless Lecture. She is even referring to the materials and writing wrong on board.