Emoji Prediction | LSTM in Tensorflow | Implementation

Do you struggle finding the right emoji at right time? Why don't we make an ML model to suggest us the emoji while typing?
In this video, we will make Emoji Prediction in Tensorflow. The main aim of this video, is help you understand how to use LSTM in Tensorflow and also to use Word Embeddings. This video will teach you implementing LSTM in Tensorflow, RNN in Tensorflow, and Word Embeddings in Python.
I covered the working details of LSTM in my previous video, which you can find here: • LSTM Recurrent Neural ...
Also, the detailed explanation of word embeddings can be found here: • Word Embedding Python ...
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📕 Complete Code and Dataset: github.com/Coding-Lane/Emojif...
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Timestamps:
0:00 Intro
1:23 Video overview
2:37 LSTM in Tensorflow
23:57 Making predictions
27:08 End
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Follow my entire playlist on Recurrent Neural Network (RNN) :
📕 RNN Playlist: • What is Recurrent Neur...
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✔ CNN Playlist: • What is CNN in deep le...
✔ Complete Neural Network: • How Neural Networks wo...
✔ Complete Logistic Regression Playlist: • Logistic Regression Ma...
✔ Complete Linear Regression Playlist: • What is Linear Regress...
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If you want to ride on the Lane of Machine Learning, then Subscribe ▶ to my channel here: / @codinglane

[@luisrperaza]

Thank you for the series! I watched all of it. Cheers

[@atreyanagal2790]

Awesome teaching, thank you 🙌

[@wasm79]

You are so amazing. Just a small suggestion, after finishing the code, just return back to the beginning of it and while moving through it give a brief explanation of what you have done. 👍

[@CodingLane]

Thanks for this valuable suggestion. Will surely implement this from my next videos.

[@anshmundra02]

Thank you so much

[@doggydoggy578]

Lovely video, you are very smart and insightful sir

[@CodingLane]

Thanks for the appreciation! 😇

[@user-pj9ue2ct8l]

Hi! i want to learn text detection from images using RNN. Please if you can help ???

[@cacklouncle]

Aapne kaha tha Sequence learning problems mein normal ANN nahin use karte kyunki input different length ka hota hai, jo RNN hi handle kar sakte hain, then why are you padding

[@brindhasenthilkumar7871]

Can u make a vide to classify DNA sequences using deep learning

[@CodingLane]

Thanks for the suggestion… I will look into it

[@option4fun]

Please make more videos.. 🙏
Long time not seen any new video

[@CodingLane]

Hi Sudhir, thanks for taking the notice. I am going to upload a new video in just few days. Sorry for not uploading videos consistently. I create videos when I get some free time from my other work.

[@jamaicaigot9335]

Thank you for the information, are you also in audea btw? I'd love to listen more of your contents

[@CodingLane]

Hi, I am not in Audeo. But sure, will upload more videos. And glad you like my videos. 🙂

[@kavyasingh8359]

Dude it's a silly request but my professors are not good enough to teach me how to make rnn chatbot can you create a tutorial?

[@CodingLane]

Yes, luckily, your request will be granted soon. My next video is gonna be just on that 😇

[@akashpatil1730]

@@CodingLane Waiting eagerly

[@harshsrivastava1662]

getting value error Ytrain=to_categorical(Y)

[@saxenasiddharth6635]

did you find any solution?

[@_ShouravChy]

just update the dataset by replacing ''ov2'' value with another int value on the Y

[@aakarshmishra6066]

this is because, the to_categorical functions only accepts integer values but the list may contain some 'ov2' values , so we have to preprocess that before applying this function
Y_integers = []
for value in Y:
try:
Y_integers.append(int(value))
except ValueError:
pass
Y_train = to_categorical(Y_integers)

[@alidakhil3554]

I asked you to contact you for business work