Natural Language Processing|Bag Of Words Intuition

Поділитися
Вставка
  • Опубліковано 22 гру 2024

КОМЕНТАРІ • 79

  • @harshadbobade2200
    @harshadbobade2200 4 роки тому +20

    After searching a lot about BOG, I finally ended up watching this video. This is the simplest and to the point explaination of BOG you'll find anywhere. You're doing a great job sir...

  • @mosouwerjamil7382
    @mosouwerjamil7382 3 роки тому +4

    Best DS ML instructor ever..

  • @akhandpratap__
    @akhandpratap__ 4 роки тому +7

    8:00 DIsadvantage of Bag of Words
    Sentiment analysis Bag of Words
    Huge Dataset use Word2Vec 9:00

  • @n_as245
    @n_as245 3 роки тому

    Thanks!

  • @0SIGMA
    @0SIGMA 3 роки тому +5

    Sir, Love you so much. I've been stuck in Udemy NLP course and getting confused each time. but you just cleared them all. Thanks for that. God bless you and your family, especially your new fam member.

  • @RenB_7
    @RenB_7 8 місяців тому +1

    best video ever!!!. Clear, simple and well explained thanks

  • @NavneetKumar-fr9wj
    @NavneetKumar-fr9wj 4 роки тому +6

    Thank you very much for uploading NLP playlist videos sir.

  • @DeepakKumar-mb2lw
    @DeepakKumar-mb2lw Рік тому

    Thank you so much for the great explanation! I have now cleared the basics of BoW. Also, it cleared me somewhat to understand the advantages & disadvantages of BoW. Well, explanation.

  • @harshitbad
    @harshitbad 4 роки тому +2

    cant even begin to fathom the number of hours it must have taken to get this done!! Thanks for the content

  • @papachoudhary5482
    @papachoudhary5482 4 роки тому +1

    Natural !Thanks ,Sir
    GREAT JOB

  • @shiblyhasan8622
    @shiblyhasan8622 3 роки тому

    Thank you very much. I was searching to learn such things for long and many places. Fortunately, I found your channel and now all are crystal clear. Please go ahead and thank you very much for your great services. Good Luck.

  • @saurabhsinghai4809
    @saurabhsinghai4809 4 роки тому +4

    Hi Krish, Can you tell me...What is the difference between One Hot Encoding and Binary BOW ?

  • @sandipansarkar9211
    @sandipansarkar9211 4 роки тому +1

    Thanks Krish .I got clearly the exact difference of tfi-df and Bag of words

  • @kaushilkundalia2197
    @kaushilkundalia2197 2 місяці тому

    Can't believe how far technology has come.

  • @Atlas-ck9vm
    @Atlas-ck9vm 4 роки тому

    I love your passion towards what you say :)

  • @srishtikumari6664
    @srishtikumari6664 3 роки тому

    Thank you so much for putting your valuable efforts!
    You are the best!

  • @rohitnaidu402
    @rohitnaidu402 2 роки тому +8

    who is watching this before there exams?😂😂

  • @reachDeepNeuron
    @reachDeepNeuron 3 роки тому +1

    if single sentence has 2 boys , in that case, 0 or 1 will not work out right...how to deal with that ??

  • @massivaroudjane
    @massivaroudjane Рік тому

    Thank you Krish for the great work. I don't understand why we compute the frequencies on the corpus, as it does not seem to be relevant for BOW. I guess it's just for a later video on TFIDF.

  • @dianafarhat9479
    @dianafarhat9479 9 місяців тому

    Thank you so much Krish!

  • @Neuraldata
    @Neuraldata 4 роки тому +1

    To the point explanation, keep growing Krish 👍🏻

  • @bishwaranjandas221
    @bishwaranjandas221 Рік тому

    This is good one

  • @rupalishirkande6163
    @rupalishirkande6163 2 роки тому

    Nice explanation 🤗 👌

  • @berryblack1977
    @berryblack1977 4 роки тому

    Wonderful krish

  • @amruthasankar3453
    @amruthasankar3453 Рік тому

    Thankyou sir❤️🔥

  • @Warrior_YT697
    @Warrior_YT697 23 дні тому +1

    I am watching this 4 hours before exam

  • @abubakarsharubutu
    @abubakarsharubutu 3 роки тому +5

    Hello, I want to know the possibility of someone pursuing a Ph.D in Natural Language Processing. I have a bachelor's degree and master's degree in Linguistics. I later developed interest in NLP. If it is possible, what are the requirements for enrolling in the program. Thank you.

  • @yashovardhanshakya6321
    @yashovardhanshakya6321 4 роки тому

    Sir, Your explanation is very nice

  • @victorquilca7863
    @victorquilca7863 3 роки тому

    Awesome, thank you so much!

  • @REDROSE-be3br
    @REDROSE-be3br 2 роки тому

    Could you make a video of LDA

  • @mangeshpathade5183
    @mangeshpathade5183 4 роки тому +1

    why did we calculate frequency if eventually, we are going to assign 1 or 0 in the vectors?

    • @noobie6784
      @noobie6784 4 роки тому

      sometimes single sentence have repeated words

  • @ritiksharma170
    @ritiksharma170 4 роки тому

    what a clear explanation thank you so much

  • @tanvirtanvir6435
    @tanvirtanvir6435 Рік тому

    7:30 disadvantage of bag of words

  • @sanskarkhandelwal
    @sanskarkhandelwal 6 місяців тому

    Our professor recommends your video

  • @riteshchauhan1413
    @riteshchauhan1413 3 роки тому

    Best explained

  • @aqibfayyaz1619
    @aqibfayyaz1619 3 роки тому

    Awesome.

  • @jitendrakumarsah8683
    @jitendrakumarsah8683 3 роки тому

    Krish you said that...word get converted into vectors...but its not looks like vector...is that all data are in the form 3D column vector form?

  • @alisaied4958
    @alisaied4958 2 роки тому

    What is the difference between BBow and Bow??

  • @adityachopra3759
    @adityachopra3759 4 роки тому

    very helpful. Thanks!

  • @ritishgupta2982
    @ritishgupta2982 3 роки тому

    This guy is kaleen bhaiya in machine learning world.

  • @mayankrathi505
    @mayankrathi505 4 роки тому +4

    Try to focus your camera in a good angle and also talk slowly. Otherwise it is good

  • @Abdullahkbc
    @Abdullahkbc Рік тому

    Hi Krish, this is the second time i watch this series. first of all thank you for your efforts. it is really useful. but there is sth i confused at the end of this video. first you said we need TF/IDF for sentiment analyses (for the weight of the word), but then in the end you said 'if you want to sentiment analysis, go to bag of words'. could you please make it clear?

  • @debatradas9268
    @debatradas9268 3 роки тому

    thank you so much

  • @WahranRai
    @WahranRai 2 роки тому +1

    4:05 sentence 3 after lowering and remove stop word Boy is not lowerized !

  • @emansedqy988
    @emansedqy988 3 роки тому

    Thanks v clear

  • @Sams-jm3np
    @Sams-jm3np 4 роки тому +2

    Sir make videos of implemention of deep learning concepts.

  • @Pruthvikajaykumar
    @Pruthvikajaykumar 2 роки тому

    thumba thanks sir

  • @tavvatejaswini3983
    @tavvatejaswini3983 2 роки тому

    What is the output

  • @gaurav3621
    @gaurav3621 Рік тому

    Can you explain LLM vs NLP on urgent basis

  • @nomanshaikhali3355
    @nomanshaikhali3355 4 роки тому

    Hi, Which will be better for stock prices sentimental analysis
    Bag of words
    Tfidf
    Also discussed with reason plz?
    Looking forward to hearing from you soon!!

    • @ajayram198
      @ajayram198 2 роки тому

      Stocks are numerical values. Not text !!!! So you could either use classic Time Series methods like Auto Regressive Models or more advanced ML models like LSTM

  • @anirudhsrivastava3530
    @anirudhsrivastava3530 2 роки тому

    i like the sound of the markerr....etchetchhhhhhhhhhhhhhhhh

  • @mukhtar1227ali
    @mukhtar1227ali 4 роки тому +1

    Bro what happened to your series of Data structures and algorithms ...that was really good... update plz

    • @krishnaik06
      @krishnaik06  4 роки тому +4

      Yes coming up...will be uploading it soon

    • @abhishekkathuria7230
      @abhishekkathuria7230 4 роки тому +2

      @@krishnaik06 Sir, I am eagerly waiting for the Data Structures playlist. Do upload it as soon as possible!! You have an amazing way of sharing the most appropriate knowledge :P

    • @krishnaik06
      @krishnaik06  4 роки тому +3

      Yes unable to get much time due to office work

    • @mukhtar1227ali
      @mukhtar1227ali 4 роки тому +1

      @@krishnaik06 Thank you!

  • @indirajithkv7793
    @indirajithkv7793 2 роки тому

  • @-li2yn
    @-li2yn 4 роки тому

    Sir I want to switch my job from marketing to data analyst is this possible????... I am ece 2012 batch

  • @VeronicaAndreadeJesusdeNazaret
    @VeronicaAndreadeJesusdeNazaret 2 роки тому

    🙏👏

  • @mahendrams1424
    @mahendrams1424 4 роки тому +2

    What if there is 'not' in the sentence , if we drop it , it will change the whole meaning .

    • @krishnaik06
      @krishnaik06  4 роки тому +1

      Create ur own stopwords list budyy...don't add not in it

    • @mahendrams1424
      @mahendrams1424 4 роки тому

      @@krishnaik06 Sir I was not trying to add in this I was asking that dose word like 'not' we take it in bow or we remove .. thanks for the reply ..🙏

    • @krishnaik06
      @krishnaik06  4 роки тому

      We should not remove it...it is always good to have in bow

  • @Fun-and-life438
    @Fun-and-life438 4 роки тому

    Sir ek series bata sakte ho ki bilkul basic se advance ki from your playlist ki pehle ye topic complete Karna then this and soo on

    • @krishnaik06
      @krishnaik06  4 роки тому

      Start with my complete ML playlist

    • @Fun-and-life438
      @Fun-and-life438 4 роки тому

      @@krishnaik06 it's is about to complete now which one I should start nd sir do you provide online certified courses

  • @kachrooabhishek
    @kachrooabhishek 2 роки тому +1

    Skip it to 5.45 , thank me later

  • @MrSchlechtes
    @MrSchlechtes 4 роки тому +3

    How do you manage to speak so damn fast english? .. You are speaking like a storm and you words a lightning 😅😅

    • @dentist67
      @dentist67 3 роки тому

      app ek chutiya hain

    • @ArunKumar-yb2jn
      @ArunKumar-yb2jn 3 роки тому +1

      Generally, Indians learn English from an early age. They do have an accent, but they can clearly express their ideas.

    • @ArunKumar-yb2jn
      @ArunKumar-yb2jn 3 роки тому

      Generally, Indians learn English from an early age. They do have an accent, but they can clearly express their ideas.

  • @davidhakobyan6377
    @davidhakobyan6377 3 роки тому

    You should work in MIT

  • @gunjansharma6405
    @gunjansharma6405 Рік тому

    Don't show that you know English please try to explain in hindi .

  • @SANDIPKUMAR-oo6xq
    @SANDIPKUMAR-oo6xq 2 роки тому +1

    don't teach.... if don't have knowledge.. this is called one hot coding not bag of world