Sequencing - Turning sentences into data (NLP Zero to Hero - Part 2)

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Welcome to Zero to Hero for Natural Language Processing using TensorFlow! If you’re not an expert on AI or ML, don’t worry -- we’re taking the concepts of NLP and teaching them from first principles with our host Laurence Moroney (@lmoroney).
In the last video you learned about how to tokenize words using TensorFlow’s tools. In this video you’ll take that to the next step -- creating sequences of numbers from your sentences, and using tools to process them to make them ready for teaching neural networks.
Codelab → goo.gle/tfw-nlp2
NLP Zero to Hero playlist → goo.gle/nlp-z2h
Subscribe to the TensorFlow channel → goo.gle/TensorFlow

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24 фев 2020

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Комментарии : 55

@Cdaprod 10 месяцев назад

As a self taught {whatever I am} that believes in open source I appreciate the videos more than you can imagine. Life changing knowledge right here folks.

@TensorFlow 10 месяцев назад

Glad you enjoyed the video! Here is the playlist to catch up on the whole series → goo.gle/nlp-z2h

@SudeepDasguptaiginition 4 года назад

best TensorFlow basic tutorials ever.

@streetjesus6846 2 года назад

I love the way he teaches this, so intriguing

@dc3itlearn471 Год назад

I loved the edx course you taught and hope you will teach another one on NLP and tensorflow js. Thx!

@Continentalky 2 года назад

super helpful series of videos. I have read so many articles but this has been the clearest and easiest to understand.

@rajansaharaju1427 3 года назад

Loved the trick! Awesome!

@oktoniuschian9831 3 года назад

very clear, awesome sir

@narendrapratapsinghparmar91 6 месяцев назад

Thanks for your efforts.

@krishnachauhan2822 4 года назад

You are amazing sir, absolutely amazing

@vishalsaha2341 2 года назад

Wow great explanation !

@prabhatupadhyay7526 3 года назад

Thnk for teching it help me a lot

@mithunchandrasaha403 3 года назад

Nice Explanation.Sir

@emrahmete6507 4 года назад

What a simple explanation. Looking forward to next video and really want to see word2vec and BERT as simple as possible.

@laurencemoroney655 4 года назад

Haha, BERT would be nice. WIll look into it

@Tracks777 4 года назад

lovely stuff

@ashokbiswas6390 Месяц назад

great, I wish I had seen this earlier

@codderrrr606 Год назад

will those who don't have any knowledge of deep learning and ML will also be able to understand this playlist to great extent.

@sabarieswaran7403 Год назад

nice job

@neginhadisadegh6232 Год назад

The best thing ever🤩🤩

@rasoulnorouzi3657 4 года назад

waiting and excited for seq2seq models ❤

@laurencemoroney655 4 года назад

Someday! :)

@rishabhanand4270 4 года назад

dang, can't wait

@LaurenceMoroney 4 года назад

It's already on the channel :)

@Tracks777 4 года назад

amazing stuff

@laurencemoroney655 4 года назад

Thanks!

@bryancc2012 4 года назад

which book to buy for the most update information for this part ? NLP with TF 2, thanks

@nishalk781 4 года назад

Thanks for the video

@sprucesunday4536 6 месяцев назад

I love this course but I will need an exercise on NLP part of speech tagging

@ege5785 2 месяца назад

I wish one day I could have a chance to work together Mr.Moroney

@aravindravindranatha4260 3 года назад

Can we find the text similarity using this

@Ricocase 3 года назад

Can I simply import a dictionary api of some kind that identifies all English words beforehand?

@sheikzaidh9321 4 года назад

What word2vec is better then tokenizer which is good

@VibhootiKishor 4 года назад

Great!!! Google is Playing vital role to develop the entire Globe 👍

@laurencemoroney655 4 года назад

We're trying to help where we can

@aravindravindranatha4260 4 года назад

Any one can help me i need to know how to find the text similarity

@yashasvibhatt1951 3 года назад

If this is how google teaches things then I am ready to pay them the money I might using to buy ps5. Simply awesome

@muhammadzubair2109 4 года назад

❤️

@laurencemoroney655 4 года назад

Thanks!

@balakrishnakumar1588 4 года назад

Waiting for word embedding

@laurencemoroney655 4 года назад

Next video talks about it a bit

@2ray663 Год назад

@deepakdakhore 4 года назад

Nice explanation

@laurencemoroney655 4 года назад

Thanks!

@neginfazlialishah5771 3 года назад

I can't understand why sequence is needed !? Can't we train the model just by tokenizing the words and don't use the sequenceing code ?

@ayushigupta5420 4 года назад

waiting for the next video in the series.

@laurencemoroney655 4 года назад

It's now available!

@dalehu5606 3 года назад

like me doing my hearing test

@kelvinsmith4894 4 года назад

lol Why does this look like a series of linear equations in a matrix where the missing variables are represented by 0s

@amarjeetkushwaha4258 4 года назад

121 view

@laurencemoroney655 4 года назад

Haha, we're both slower than Aryan Nohara

@sanjaykrish8719 4 года назад

import tensorflow as tf

@laurencemoroney655 4 года назад

That's the one

@nambeoriviu 4 года назад

Really?

@laurencemoroney655 4 года назад

ReALLy :D