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: kzread.info/dash/bejne/iH58ubGIYqzej5s.html
Also, the detailed explanation of word embeddings can be found here: kzread.info/dash/bejne/onqDrdqDf5fNpZs.html
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📕 Complete Code and Dataset: github.com/Coding-Lane/Emojify-Text
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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: kzread.info/dash/bejne/nouEzbCkg8u0ktI.html
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✔ CNN Playlist: kzread.info/dash/bejne/d2mOmaiKoJqngbQ.html
✔ Complete Neural Network: kzread.info/dash/bejne/n6CfktSdlLOZfJc.html
✔ Complete Logistic Regression Playlist: kzread.info/dash/bejne/h2Wjz9xpcpyshNo.html
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Пікірлер: 23
Thank you for the series! I watched all of it. Cheers
Awesome teaching, thank you 🙌
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
Жыл бұрын
Thanks for this valuable suggestion. Will surely implement this from my next videos.
Lovely video, you are very smart and insightful sir
@CodingLane
Жыл бұрын
Thanks for the appreciation! 😇
Thank you so much
Please make more videos.. 🙏 Long time not seen any new video
@CodingLane
Жыл бұрын
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.
Hi! i want to learn text detection from images using RNN. Please if you can help ???
Thank you for the information, are you also in audea btw? I'd love to listen more of your contents
@CodingLane
Жыл бұрын
Hi, I am not in Audeo. But sure, will upload more videos. And glad you like my videos. 🙂
Can u make a vide to classify DNA sequences using deep learning
@CodingLane
2 жыл бұрын
Thanks for the suggestion… I will look into it
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
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
Жыл бұрын
Yes, luckily, your request will be granted soon. My next video is gonna be just on that 😇
@akashpatil1730
Жыл бұрын
@@CodingLane Waiting eagerly
getting value error Ytrain=to_categorical(Y)
@saxenasiddharth6635
Жыл бұрын
did you find any solution?
@_ShouravChy
Жыл бұрын
just update the dataset by replacing ''ov2'' value with another int value on the Y
@aakarshmishra6066
11 ай бұрын
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)
I asked you to contact you for business work