Text Summarization & Keyword Extraction | Introduction to NLP

Learn how to summarize any text and extract keywords. I've explained the concept and shown the gensim implementation!
#nlp #gensim #machinelearning

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[shoaibsh]

Thank you man. You explained it really well. Even a begginer like me who is mostly unfamiliar with nlp terms I can still understand everything very well.

[theankitkurmi]

I was planning to make a text summarisation model and it cleared my concept clearly. Really amazing video.

[tourstsaiyajin]

I'm convinced that one day you can be the next Top Educator on any online platform. Great explanations, any beginner would totally understand the underlying concepts and fundamentals. I hope you reach greater heights, in years to come. Looking forward to your future videos. :)

[devinbageac]

Such wonderful work thank you! I needed to learn about nlu for a new project and this video saved me DAYS of introductory research. Love ya!

[muhammadzubairbaloch]

please implement the complete page ranking algorithm for text data. as it is very usefull for recommendation system. thanks in advance.

[madhuritolambe]

Simply Superbbb!!! Anddd the way you explain the topic is AWESOME:)

[jabringmann]

doesnt work anymore. gensim.summarization was removed with gensim 4.0

[ayushkashyap]

Sir you said in the Text Ranking algorithm the scores are calculated based on the importance of the sentences. But how does the model recognize the importance of a sentence, am I missing something here?

[edwinjacobjoy]

Thank you so much! I was searching exactly for this.

[manikantanarcot]

A small doubt in the video, for keyword extraction except for denoting nodes as words the other process is same right like getting sentences from the cleaned text -> tokenizing the sentences -> sentence vector -> similarity matrix ??

[md.tarekhasan]

Can you please give me the link to the Generative Summarization Technique?

[NotPriyansh]

Gensim.summarization is removed in 4.x versions. Could you provide an alternative?

[chebiliameur]

Are there future voice recognition lessons Thank you for your valuable lessons.

[Kmysiak]

You calculated a similarity matrix for the sentences and then "magically" derived word similarities to create your graph. Please explain

[pratikdaga]

can this be done on excel file with each cell in it of a column

[rachelroselinarul]

sir, I want to implement the abstractive text summarization based on deep learning .please provide an explanation with a coded link for that.

[hardikparmar]

Sir how to create abstractive summary??
Need one video

[iamwoman]

Really interested in generative summarization, are there any resources you can recommend that I can use to learn this?

[mrohitsingha]

No module named 'gensim.summarization'

[hasiburrahman]

Please make video about question answering system keras