Natural Language Processing|Bag Of Words Intuition

Share it with your friends Like

Thanks! Share it with your friends!


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:

If you want to Give donation to support my channel, below is the Gpay id
GPay: krishnaik06@okicici

Connect with me here:





Ritesh chauhan says:

Best explained

Ritish Gupta says:

This guy is kaleen bhaiya in machine learning world.

EricGrasby says:

Krish- this is a fantastic explanation. Thanks for putting this together! Just subscribed.

Mosouwer Jamil says:

Best DS ML instructor ever..

Jitendra Kumar Sah says:

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?

deepNeuron ai says:

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

Srishti Kumari says:

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

Noman Shaikh Ali says:

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

Aditya Chopra says:

very helpful. Thanks!

Mayank Rathi says:

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

harshit shukla says:

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

Atlas says:

I love your passion towards what you say 🙂


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

Saurabh Singhai says:

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

Akhand pratap singh says:

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

anmol kalra says:

Wonderful krish

ritik sharma says:

what a clear explanation thank you so much

Write a comment


Area 51