Natural Language Processing|Bag Of Words Intuition

Here is the detailed discussion of Bag of words document matrix. We will also be covering how we can can implement with the help of python and nltk.
NLP playlist: • Natural Language Proce...
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Пікірлер: 77

  • @harshadbobade2200
    @harshadbobade22004 жыл бұрын

    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
    @mosouwerjamil73823 жыл бұрын

    Best DS ML instructor ever..

  • @harshitbad
    @harshitbad3 жыл бұрын

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

  • @shiblyhasan8622
    @shiblyhasan86222 жыл бұрын

    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.

  • @0SIGMA
    @0SIGMA2 жыл бұрын

    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.

  • @DeepakKumar-mb2lw
    @DeepakKumar-mb2lw Жыл бұрын

    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.

  • @papachoudhary5482
    @papachoudhary54824 жыл бұрын

    Natural !Thanks ,Sir GREAT JOB

  • @sandipansarkar9211
    @sandipansarkar92114 жыл бұрын

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

  • @RenB_7
    @RenB_72 ай бұрын

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

  • @NavneetKumar-fr9wj
    @NavneetKumar-fr9wj4 жыл бұрын

    Thank you very much for uploading NLP playlist videos sir.

  • @srishtikumari6664
    @srishtikumari66643 жыл бұрын

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

  • @akhandpratap__
    @akhandpratap__3 жыл бұрын

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

  • @Atlas-ck9vm
    @Atlas-ck9vm3 жыл бұрын

    I love your passion towards what you say :)

  • @ritiksharma170
    @ritiksharma1703 жыл бұрын

    what a clear explanation thank you so much

  • @Neuraldata
    @Neuraldata4 жыл бұрын

    To the point explanation, keep growing Krish 👍🏻

  • @yashovardhanshakya6321
    @yashovardhanshakya63214 жыл бұрын

    Sir, Your explanation is very nice

  • @victorquilca7863
    @victorquilca78632 жыл бұрын

    Awesome, thank you so much!

  • @adityachopra3759
    @adityachopra37593 жыл бұрын

    very helpful. Thanks!

  • @dianafarhat9479
    @dianafarhat94794 ай бұрын

    Thank you so much Krish!

  • @amruthasankar3453
    @amruthasankar3453 Жыл бұрын

    Thankyou sir❤️🔥

  • @berryblack1977
    @berryblack19773 жыл бұрын

    Wonderful krish

  • @riteshchauhan1413
    @riteshchauhan14132 жыл бұрын

    Best explained

  • @bishwaranjandas221
    @bishwaranjandas221 Жыл бұрын

    This is good one

  • @rupalishirkande6163
    @rupalishirkande61632 жыл бұрын

    Nice explanation 🤗 👌

  • @aqibfayyaz1619
    @aqibfayyaz16193 жыл бұрын

    Awesome.

  • @saurabhsinghai4809
    @saurabhsinghai48093 жыл бұрын

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

  • @sanskarkhandelwal
    @sanskarkhandelwal25 күн бұрын

    Our professor recommends your video

  • @debatradas9268
    @debatradas92682 жыл бұрын

    thank you so much

  • @rexyissexy6203
    @rexyissexy62038 ай бұрын

    Amazing

  • @emansedqy988
    @emansedqy9882 жыл бұрын

    Thanks v clear

  • @Pruthvikajaykumar
    @Pruthvikajaykumar2 жыл бұрын

    thumba thanks sir

  • @Sams-jm3np
    @Sams-jm3np4 жыл бұрын

    Sir make videos of implemention of deep learning concepts.

  • @mayankrathi505
    @mayankrathi5053 жыл бұрын

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

  • @massivaroudjane
    @massivaroudjane8 ай бұрын

    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.

  • @nawfalseghir5155
    @nawfalseghir51552 жыл бұрын

    Thanks!

  • @ritishgupta2982
    @ritishgupta29823 жыл бұрын

    This guy is kaleen bhaiya in machine learning world.

  • @anirudhsrivastava3530
    @anirudhsrivastava3530 Жыл бұрын

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

  • @abubakarsharubutu
    @abubakarsharubutu2 жыл бұрын

    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.

  • @Abdullahkbc
    @Abdullahkbc Жыл бұрын

    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?

  • @rohitnaidu402
    @rohitnaidu4022 жыл бұрын

    who is watching this before there exams?😂😂

  • @indirajithkv7793
    @indirajithkv77932 жыл бұрын

  • @REDROSE-be3br
    @REDROSE-be3br2 жыл бұрын

    Could you make a video of LDA

  • @mangeshpathade5183
    @mangeshpathade51833 жыл бұрын

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

  • @noobie6784

    @noobie6784

    3 жыл бұрын

    sometimes single sentence have repeated words

  • @VeronicaAndreadeJesusdeNazaret
    @VeronicaAndreadeJesusdeNazaret2 жыл бұрын

    🙏👏

  • @reachDeepNeuron
    @reachDeepNeuron3 жыл бұрын

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

  • @jitendrakumarsah8683
    @jitendrakumarsah86833 жыл бұрын

    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?

  • @nomanshaikhali3355
    @nomanshaikhali33553 жыл бұрын

    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

    Жыл бұрын

    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

  • @-li2yn
    @-li2yn4 жыл бұрын

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

  • @tanvirtanvir6435
    @tanvirtanvir6435 Жыл бұрын

    7:30 disadvantage of bag of words

  • @alisaied4958
    @alisaied49582 жыл бұрын

    What is the difference between BBow and Bow??

  • @mukhtar1227ali
    @mukhtar1227ali4 жыл бұрын

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

  • @krishnaik06

    @krishnaik06

    4 жыл бұрын

    Yes coming up...will be uploading it soon

  • @abhishekkathuria7230

    @abhishekkathuria7230

    4 жыл бұрын

    @@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 жыл бұрын

    Yes unable to get much time due to office work

  • @mukhtar1227ali

    @mukhtar1227ali

    4 жыл бұрын

    @@krishnaik06 Thank you!

  • @Fun-and-life438
    @Fun-and-life4384 жыл бұрын

    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 жыл бұрын

    Start with my complete ML playlist

  • @Fun-and-life438

    @Fun-and-life438

    4 жыл бұрын

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

  • @gaurav3621
    @gaurav3621 Жыл бұрын

    Can you explain LLM vs NLP on urgent basis

  • @tavvatejaswini3983
    @tavvatejaswini3983 Жыл бұрын

    What is the output

  • @davidhakobyan6377
    @davidhakobyan63772 жыл бұрын

    You should work in MIT

  • @kachrooabhishek
    @kachrooabhishek2 жыл бұрын

    Skip it to 5.45 , thank me later

  • @mahendrams1424
    @mahendrams14244 жыл бұрын

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

  • @krishnaik06

    @krishnaik06

    4 жыл бұрын

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

  • @mahendrams1424

    @mahendrams1424

    4 жыл бұрын

    @@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 жыл бұрын

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

  • @MrSchlechtes
    @MrSchlechtes4 жыл бұрын

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

  • @dentist67

    @dentist67

    3 жыл бұрын

    app ek chutiya hain

  • @ArunKumar-yb2jn

    @ArunKumar-yb2jn

    2 жыл бұрын

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

  • @ArunKumar-yb2jn

    @ArunKumar-yb2jn

    2 жыл бұрын

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

  • @WahranRai
    @WahranRai2 жыл бұрын

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

  • @gunjansharma6405
    @gunjansharma6405 Жыл бұрын

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

  • @SANDIPKUMAR-oo6xq
    @SANDIPKUMAR-oo6xq2 жыл бұрын

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