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

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

[@SudeepDasguptaiginition]

best TensorFlow basic tutorials ever.

[@Cdaprod]

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]

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

[@streetjesus6846]

I love the way he teaches this, so intriguing

[@dc3itlearn471]

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

[@Continentalky]

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

[@krishnachauhan2822]

You are amazing sir, absolutely amazing

[@oktoniuschian9831]

very clear, awesome sir

[@rajansaharaju1427]

Loved the trick! Awesome!

[@emrahmete6507]

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

[@laurencemoroney655]

Haha, BERT would be nice. WIll look into it

[@Tracks777]

lovely stuff

[@narendrapratapsinghparmar91]

Thanks for your efforts.

[@codderrrr606]

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

[@rasoulnorouzi3657]

waiting and excited for seq2seq models ❤

[@laurencemoroney655]

Someday! :)

[@vishalsaha2341]

Wow great explanation !

[@mithunchandrasaha403]

Nice Explanation.Sir

[@sabarieswaran7403]

nice job

[@prabhatupadhyay7526]

Thnk for teching it help me a lot

[@sprucesunday4536]

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

[@Tracks777]

amazing stuff

[@laurencemoroney655]

Thanks!

[@bryancc2012]

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

[@neginhadisadegh6232]

The best thing ever🤩🤩

[@rishabhanand4270]

dang, can't wait

[@LaurenceMoroney]

It's already on the channel :)

[@Ricocase]

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

[@nishalk781]

Thanks for the video

[@VibhootiKishor]

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

[@laurencemoroney655]

We're trying to help where we can

[@aravindravindranatha4260]

Can we find the text similarity using this

[@balakrishnakumar1588]

Waiting for word embedding

[@laurencemoroney655]

Next video talks about it a bit

[@2ray663]

Y

[@sheikzaidh9321]

What word2vec is better then tokenizer which is good

[@yashasvibhatt1951]

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

[@neginfazlialishah5771]

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 ?

[@aravindravindranatha4260]

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

[@deepakdakhore]

Nice explanation

[@laurencemoroney655]

Thanks!

[@muhammadzubair2109]

❤️

[@laurencemoroney655]

Thanks!

[@ayushigupta5420]

waiting for the next video in the series.

[@laurencemoroney655]

It's now available!

[@kelvinsmith4894]

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

[@dalehu5606]

like me doing my hearing test

[@sanjaykrish8719]

import tensorflow as tf

[@laurencemoroney655]

That's the one

[@amarjeetkushwaha4258]

121 view

[@laurencemoroney655]

Haha, we're both slower than Aryan Nohara

[@nambeoriviu]

Really?

[@laurencemoroney655]

ReALLy :D