Natural Language Processing|Bag Of Words Intuition

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  • Опубликовано: 9 фев 2025

Комментарии • 79

  • @harshadbobade2200
    @harshadbobade2200 4 года назад +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 года назад +4

    Best DS ML instructor ever..

  • @n_as245
    @n_as245 3 года назад

    Thanks!

  • @Aaron_duckroast
    @Aaron_duckroast 3 года назад +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 9 месяцев назад +1

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

  • @NavneetKumar-fr9wj
    @NavneetKumar-fr9wj 4 года назад +6

    Thank you very much for uploading NLP playlist videos sir.

  • @harshitbad
    @harshitbad 4 года назад +2

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

  • @akhandpratap__
    @akhandpratap__ 4 года назад +7

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

  • @DeepakKumar-mb2lw
    @DeepakKumar-mb2lw Год назад

    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.

  • @Warrior_YT697
    @Warrior_YT697 2 месяца назад +1

    I am watching this 4 hours before exam

  • @shiblyhasan8622
    @shiblyhasan8622 3 года назад

    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.

  • @sandipansarkar9211
    @sandipansarkar9211 4 года назад +1

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

  • @papachoudhary5482
    @papachoudhary5482 4 года назад +1

    Natural !Thanks ,Sir
    GREAT JOB

  • @kaushilkundalia2197
    @kaushilkundalia2197 4 месяца назад

    Can't believe how far technology has come.

  • @srishtikumari6664
    @srishtikumari6664 4 года назад

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

  • @Atlas-ck9vm
    @Atlas-ck9vm 4 года назад

    I love your passion towards what you say :)

  • @bishwaranjandas221
    @bishwaranjandas221 Год назад

    This is good one

  • @sanskarkhandelwal
    @sanskarkhandelwal 8 месяцев назад

    Our professor recommends your video

  • @Neuraldata
    @Neuraldata 4 года назад +1

    To the point explanation, keep growing Krish 👍🏻

  • @rupalishirkande6163
    @rupalishirkande6163 2 года назад

    Nice explanation 🤗 👌

  • @ritishgupta2982
    @ritishgupta2982 3 года назад

    This guy is kaleen bhaiya in machine learning world.

  • @saurabhsinghai4809
    @saurabhsinghai4809 4 года назад +4

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

  • @rohitnaidu402
    @rohitnaidu402 2 года назад +8

    who is watching this before there exams?😂😂

  • @ritiksharma170
    @ritiksharma170 4 года назад

    what a clear explanation thank you so much

  • @dianafarhat9479
    @dianafarhat9479 11 месяцев назад

    Thank you so much Krish!

  • @riteshchauhan1413
    @riteshchauhan1413 3 года назад

    Best explained

  • @victorquilca7863
    @victorquilca7863 3 года назад

    Awesome, thank you so much!

  • @yashovardhanshakya6321
    @yashovardhanshakya6321 4 года назад

    Sir, Your explanation is very nice

  • @mayankrathi505
    @mayankrathi505 4 года назад +4

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

  • @aqibfayyaz1619
    @aqibfayyaz1619 3 года назад

    Awesome.

  • @Pruthvikajaykumar
    @Pruthvikajaykumar 2 года назад

    thumba thanks sir

  • @massivaroudjane
    @massivaroudjane Год назад

    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.

  • @berryblack1977
    @berryblack1977 4 года назад

    Wonderful krish

  • @debatradas9268
    @debatradas9268 3 года назад

    thank you so much

  • @amruthasankar3453
    @amruthasankar3453 Год назад

    Thankyou sir❤️🔥

  • @abubakarsharubutu
    @abubakarsharubutu 3 года назад +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.

  • @emansedqy988
    @emansedqy988 3 года назад

    Thanks v clear

  • @adityachopra3759
    @adityachopra3759 4 года назад

    very helpful. Thanks!

  • @cer_oz
    @cer_oz Год назад

    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?

  • @anirudhsrivastava3530
    @anirudhsrivastava3530 2 года назад

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

  • @reachDeepNeuron
    @reachDeepNeuron 4 года назад +1

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

  • @indirajithkv7793
    @indirajithkv7793 2 года назад

  • @jitendrakumarsah8683
    @jitendrakumarsah8683 4 года назад

    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?

  • @REDROSE-be3br
    @REDROSE-be3br 2 года назад

    Could you make a video of LDA

  • @kachrooabhishek
    @kachrooabhishek 3 года назад +1

    Skip it to 5.45 , thank me later

  • @Sams-jm3np
    @Sams-jm3np 4 года назад +2

    Sir make videos of implemention of deep learning concepts.

  • @tanvirtanvir6435
    @tanvirtanvir6435 2 года назад

    7:30 disadvantage of bag of words

  • @nomanshaikhali3355
    @nomanshaikhali3355 4 года назад

    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 года назад

      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

  • @VeronicaAndreadeJesusdeNazaret
    @VeronicaAndreadeJesusdeNazaret 3 года назад

    🙏👏

  • @mukhtar1227ali
    @mukhtar1227ali 4 года назад +1

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

    • @krishnaik06
      @krishnaik06  4 года назад +4

      Yes coming up...will be uploading it soon

    • @abhishekkathuria7230
      @abhishekkathuria7230 4 года назад +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 года назад +3

      Yes unable to get much time due to office work

    • @mukhtar1227ali
      @mukhtar1227ali 4 года назад +1

      @@krishnaik06 Thank you!

  • @mangeshpathade5183
    @mangeshpathade5183 4 года назад +1

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

    • @noobie6784
      @noobie6784 4 года назад

      sometimes single sentence have repeated words

  • @alisaied4958
    @alisaied4958 2 года назад

    What is the difference between BBow and Bow??

  • @WahranRai
    @WahranRai 3 года назад +1

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

  • @Fun-and-life438
    @Fun-and-life438 4 года назад

    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 года назад

      Start with my complete ML playlist

    • @Fun-and-life438
      @Fun-and-life438 4 года назад

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

  • @gaurav3621
    @gaurav3621 Год назад

    Can you explain LLM vs NLP on urgent basis

  • @tavvatejaswini3983
    @tavvatejaswini3983 2 года назад

    What is the output

  • @-li2yn
    @-li2yn 4 года назад

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

  • @mahendrams1424
    @mahendrams1424 4 года назад +2

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

    • @krishnaik06
      @krishnaik06  4 года назад +1

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

    • @mahendrams1424
      @mahendrams1424 4 года назад

      @@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 года назад

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

  • @davidhakobyan6377
    @davidhakobyan6377 3 года назад

    You should work in MIT

  • @MrSchlechtes
    @MrSchlechtes 4 года назад +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 года назад

      app ek chutiya hain

    • @ArunKumar-yb2jn
      @ArunKumar-yb2jn 3 года назад +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 года назад

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

  • @gunjansharma6405
    @gunjansharma6405 Год назад

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

  • @SANDIPKUMAR-oo6xq
    @SANDIPKUMAR-oo6xq 2 года назад +1

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