Natural Language Processing|TF-IDF Intuition| Text Prerocessing

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Krish Naik

Krish Naik

4 жыл бұрын

Here is a detailed discussion of the Term Frequency and Inverse Document Frequency in Natural Language Processing.
NLP playlist: • Natural Language Proce...
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Пікірлер: 209
@raghavendra2096
@raghavendra2096 3 жыл бұрын
This guys is a legend, he doesn't have to explain anything this deep but he's got that passion to teach, really happy to see this!!!!!! Good that i noticed his page thanks Krish :)
@M0N0T1C0L0URS
@M0N0T1C0L0URS 4 жыл бұрын
Hi Krish, just wanted to say how helpful and well-explained your videos are. Looking forward to watching more of your series on NLP!
@gregmaland5318
@gregmaland5318 2 жыл бұрын
I like the way Krish really makes an effort to TEACH, vs simply regurgitating information.
@jesuscolin834
@jesuscolin834 3 жыл бұрын
I want to thank you, I've been watching your videos for a few months. I speak Spanish, and my English is not the best, because of your accent at first I thought I would never understand them because I had never heard that accent, but now I end up studying more English to be able to watch your videos faster. Thank you for your dedication and being part of the creators who democratize their knowledge, leaving everything in videos that are free for us.
@Chuukwudi
@Chuukwudi 2 жыл бұрын
@jesus Colin. See the big words you’re using and you say you’re learning English. I don’t believe you!
@BalaguruGupta
@BalaguruGupta 4 жыл бұрын
You're really amazing Sir. Neatly explained. This explanation is just an example for "THE POWER OF SIMPLICITY". Thanks a lot
@webfalconstechnologies2850
@webfalconstechnologies2850 4 жыл бұрын
hi krish, your are indeed making the videos in a manner that is so easy to understand. you are doing real good for the community and for aspirants that find it difficult to learn all the algorthims. Dont stop making such videos. God bless you
@anonymoususer4949
@anonymoususer4949 3 жыл бұрын
this is the most clear explanation of tfidf I've ever seen. Thank you so much!!
@Beyond_Bhaarat
@Beyond_Bhaarat 3 жыл бұрын
A great teacher is one who makes complex things simple. Thank you very much!!
@davidw3351
@davidw3351 2 жыл бұрын
I've spent a bunch of time trying to understand TF-IDF, but with this video it just clicked right away. Thanks!
@danielejiofor3493
@danielejiofor3493 8 ай бұрын
Not a rocket science.. Absolutely mind blowing the way he breaks this to the simplest meaning.
@miguelfernandes657
@miguelfernandes657 2 жыл бұрын
Wow, great explation! I not only understood how to calculate it, but also WHY it is used! Thanks!
@sakinafatima
@sakinafatima 2 жыл бұрын
best channel for data science topics not focus only on theory but the implementation of theory as well.
@lakshmipriya5050
@lakshmipriya5050 3 жыл бұрын
The way he teaches is just Wow :)
@shreyasb.s3819
@shreyasb.s3819 3 жыл бұрын
I don't have any words to appreciate again and again. really awesome explained. Thanks for ur help
@llanzadeofontanilla2713
@llanzadeofontanilla2713 2 жыл бұрын
Wish I had you as a professor back in my college days, great vid! Thanks so much for providing a great explanation.
@HarshSharma-tp8bi
@HarshSharma-tp8bi 4 жыл бұрын
Hey Krish , I have been watching your videos for a while now .. i must say..you are AMAZING.. I have been doing small projects based on machine learning concepts , and thanks to you , your videos really helps me to understand the main concepts , both in theoretical and practical implementation..Thanks A Lot... Looking Forward For your New Videos ...
@01kumarr
@01kumarr 2 жыл бұрын
Finally I saw the picture behind tfidf.. All doubts cleared. Thankyou
@Aaronisification
@Aaronisification 3 жыл бұрын
You are gold, my friend! Thank you so much for your work.
@sruthiparvatha8790
@sruthiparvatha8790 3 жыл бұрын
Thank you so much for this simple and clear explanation. Understood the concept on the first go, keep up the good work.
@rajshriingle1595
@rajshriingle1595 Жыл бұрын
I really want to thank you as I cleared my ME dissertation because of I am able to understand the working of TFIDF
@aj_actuarial_ca
@aj_actuarial_ca 8 ай бұрын
I really love your way of explanation. You're explanation of the intuition followed by a demonstration of the code is really useful.
@viviandataact7281
@viviandataact7281 3 жыл бұрын
You are such a talented teacher! Thanks!
@doelie2472
@doelie2472 2 жыл бұрын
Amazing explanation, very clear and short steps, love it!
@Neuraldata
@Neuraldata 4 жыл бұрын
Really loved it ❣️....u simplify things efficiently!!
@Forever._.curious..
@Forever._.curious.. 7 ай бұрын
You are such an amazing teacher ❤📖
@nadellagayathri
@nadellagayathri 4 жыл бұрын
Thanks for the NLP series of videos. Please make a video on domain knowledge gaining. Teach us the domain knowledge wrt Datascience Fine with any specific domain. Also make a video explaining what are the data points to look for choosing a machine learning algorithm for example when do we need to go for Random forest for classification and when for SVM etc. I know you have covered couple these concepts in your earlier videos but a playlist with only these details at deeper level would work. Keep the good work going. Thanks a ton. You are a great inspiration.
@erickcordovagavilanes3873
@erickcordovagavilanes3873 3 жыл бұрын
Thank you! You explain very good, I send you a hug from Ecuador
@zabilmaooz4435
@zabilmaooz4435 3 жыл бұрын
What an amazing guy! Very easy explanation, thank you.
@arslanyousaf2426
@arslanyousaf2426 2 жыл бұрын
Your way of teaching is very impressive.
@deepankarpathak9831
@deepankarpathak9831 3 жыл бұрын
Thank-You so much sir for Crystal clear explanation.
@MM-qq6xp
@MM-qq6xp 3 жыл бұрын
I love your videos. Thank you, man.
@trumanknight873
@trumanknight873 2 жыл бұрын
Fantastic video! Well done and well explained. To the point, and clear.
@oshtontsen5428
@oshtontsen5428 3 жыл бұрын
Great Explanation! Thank you for making this video
@joaopauloalvesdasilva9888
@joaopauloalvesdasilva9888 3 жыл бұрын
Always in many articles that I've read 'TF-IDF' I could never understand the meaning, but now it's different. Thanks for your video.
@ParthPatel-iy8ku
@ParthPatel-iy8ku 3 жыл бұрын
Yeah Exactly
@sheikhshahbaz2848
@sheikhshahbaz2848 3 жыл бұрын
Hey Krish M fan of ur teaching . You just teaches from very basic to advanced.
@SahityaChikkala1327
@SahityaChikkala1327 6 ай бұрын
Thankyou so much Krish sir❤️ I'm having exam tmrw. Without the revision now I can directly write my exam...
@duonghoangbang2106
@duonghoangbang2106 10 ай бұрын
I understand, thank you so much Mr.
@ArpitYadav-ws5xe
@ArpitYadav-ws5xe 3 жыл бұрын
Excellent krish. Keep Motivating. You are doing well
@rohitsailas4028
@rohitsailas4028 Жыл бұрын
What a teacher!! Thank you
@md.hafizurrahman5590
@md.hafizurrahman5590 3 жыл бұрын
Great Explanation! Thank you for making this video.
@mulukensefiw
@mulukensefiw 11 ай бұрын
Let C = number of times a given word appears in a document; TW = total number of words in a document; TD = total number of documents in a corpus, and DF = total number of documents containing a given word; compute TF, IDF and TF*IDF score for each term
@satwikchivukula8905
@satwikchivukula8905 7 ай бұрын
C/TW, log(TD/DF), C/TW * log(TD/DF)
@sudarshandev6369
@sudarshandev6369 2 жыл бұрын
just wow Sir because ur explanation is like awesome.
@meysamjavadzadeh
@meysamjavadzadeh Жыл бұрын
what an explanation . just love it . keep it coming sir👌
@fallen4fate
@fallen4fate 3 жыл бұрын
Amazing video! Thanks!
@lawvalerie5522
@lawvalerie5522 Жыл бұрын
A pity that your sentence 3 calculation got cut off from the video, but i got the gist of your explanation. Thanks for making this clear and simple to understand.
@danielmagical6298
@danielmagical6298 3 жыл бұрын
great tutorials Krish, keep it up my man!
@sandipansarkar9211
@sandipansarkar9211 4 жыл бұрын
Thanks krish. Superb video once again.
Жыл бұрын
amazing lesson!! thank you so much for this well-explained video!
@chessketeer
@chessketeer 10 ай бұрын
Thank you. You are a great teacher.
@harshiit_singh
@harshiit_singh 2 жыл бұрын
Thanks a lot Sir for providing such great contents.
@moulikgupta6979
@moulikgupta6979 Жыл бұрын
Thanks that was an excellent explanation, could not have been any better...
@vickyk2447
@vickyk2447 Жыл бұрын
thank you for this video. very well explained!
@shahrbanookhorram1662
@shahrbanookhorram1662 2 жыл бұрын
you are perfect. thank youuuu
@chung_jf
@chung_jf 2 ай бұрын
Hi Khris, loved the explanation. Thanks for this.
@davebowman1968
@davebowman1968 3 жыл бұрын
Incredible video - thank you
@sandhya266
@sandhya266 7 ай бұрын
Wonderfully explained sir ....i understood very well 👍
@MAYANKSHARMA_NITK
@MAYANKSHARMA_NITK 4 жыл бұрын
Great Job Krish (Y)
@rexyissexy6203
@rexyissexy6203 8 ай бұрын
This is unique thank you❤️
@heteromodal
@heteromodal 8 ай бұрын
great video, thanks so much!
@ananias-
@ananias- 2 жыл бұрын
Great breakdown to layman words. Keep the work. I like the energy too :)
@jeffvarghese7657
@jeffvarghese7657 2 жыл бұрын
Krish, great teching. WOW
@vuinhquy8419
@vuinhquy8419 3 жыл бұрын
Thank, this video help me so much. Very easily understand
@bedantasaikia7074
@bedantasaikia7074 3 жыл бұрын
Very helpful video.. thank you so much! 🙏🏼
@chetanmundhe8619
@chetanmundhe8619 4 жыл бұрын
very good explaination, really helpfull, plz continue your good will
@BS-eu9do
@BS-eu9do 2 жыл бұрын
well explained. Thank you.
@arjitdabral8449
@arjitdabral8449 4 жыл бұрын
Bhot sahi bro one day you'll surely blow up 🔥🔥
@srivvivek
@srivvivek 4 ай бұрын
awesome, very well explained.
@sacv2
@sacv2 2 жыл бұрын
Very helpful, thank you.
@iamtheonewhocooks
@iamtheonewhocooks Жыл бұрын
Thanks a lot! It helped a lot!!!
@Kanyequandalewest99
@Kanyequandalewest99 Жыл бұрын
Sir tomorrow is my AI pre board, thank you for this video really helpful
@Ab_Jannadi
@Ab_Jannadi 3 жыл бұрын
Thanks for your effort. It was a good explain .
@ParthPatel-iy8ku
@ParthPatel-iy8ku 3 жыл бұрын
Great explanation ✌️👍
@B16898
@B16898 2 жыл бұрын
Thanks for your video.
@abdulmunaim7765
@abdulmunaim7765 2 жыл бұрын
Amazing sir👍
@sakinafatima
@sakinafatima 2 жыл бұрын
Thanku thanku thnku so much infinite thanku
@suvarnadeore8810
@suvarnadeore8810 3 жыл бұрын
Thank you krish sir
@saniakanwal3519
@saniakanwal3519 2 жыл бұрын
Excellent explanation
@umeshtiwari800
@umeshtiwari800 2 жыл бұрын
Very good explaination
@skviknesh
@skviknesh 3 жыл бұрын
Really great videos!!!
@vaibhavgupta4413
@vaibhavgupta4413 3 жыл бұрын
This is awesome 💛💛💛💛🙏🙏🙏❤️❤️❤️❤️❤️❤️❤️❤️❤️
@sheebasupraba5792
@sheebasupraba5792 7 ай бұрын
Very good explanation
@farhana8417
@farhana8417 2 жыл бұрын
Really good sir
@devarshshete8566
@devarshshete8566 Жыл бұрын
Great explanation
@KirtanPatel552
@KirtanPatel552 Жыл бұрын
Your videos are very informative bro...keep going 🤩
@rexyissexy6203
@rexyissexy6203 8 ай бұрын
Amazing ❤️
@amruthasankar3453
@amruthasankar3453 Жыл бұрын
Thankyou sir❤️🔥
@alexandergarcia-yo6kw
@alexandergarcia-yo6kw 3 жыл бұрын
thank you so muuuuch
@mizgaanmasani8456
@mizgaanmasani8456 3 жыл бұрын
Thnx for your effort
@debatradas9268
@debatradas9268 2 жыл бұрын
thank you very much
@AryanNale
@AryanNale 3 жыл бұрын
very nicely explained.
@VeronicaAndreadeJesusdeNazaret
@VeronicaAndreadeJesusdeNazaret 2 жыл бұрын
Thanks Krish
@user-dj5qz8fv9w
@user-dj5qz8fv9w Жыл бұрын
thank you so much!
@aaroldaaroldson708
@aaroldaaroldson708 3 жыл бұрын
Why Indians are so good in teaching?
@orilio3311
@orilio3311 Ай бұрын
great video!
@debatradas1597
@debatradas1597 2 жыл бұрын
thank you so much
@asishswain1259
@asishswain1259 3 жыл бұрын
you are a Gem
@sohampatil6539
@sohampatil6539 4 жыл бұрын
Thank you.
@vikramsandu6054
@vikramsandu6054 3 жыл бұрын
Well explained. Thanks
@iabhijitroy
@iabhijitroy Жыл бұрын
Something to be aware of is that TF-IDF cannot help carry semantic meaning. It considers the importance of the words due to how it weighs them, but it cannot necessarily derive the contexts of the words and understand importance that way.
@shajahansk8542
@shajahansk8542 7 ай бұрын
Thank you sir
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