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: https://www.youtube.com/watch?v=VJHWOO2Ix_8&t=579s
Also, the detailed explanation of word embeddings can be found here: https://www.youtube.com/watch?v=pFOKxJO4gu8&t=22s
Complete Code and Dataset: https://github.com/Coding-Lane/Emojify-Text
Timestamps:
0:00 Intro
1:23 Video overview
2:37 LSTM in Tensorflow
23:57 Making predictions
27:08 End
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Complete Neural Network: https://www.youtube.com/watch?v=mlk0rddP3L4&list=PLuhqtP7jdD8CftMk831qdE8BlIteSaNzD&t=0s
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Complete Linear Regression Playlist: https://www.youtube.com/watch?v=nwD5U2WxTdk&list=PLuhqtP7jdD8AFocJuxC6_Zz0HepAWL9cF&t=0s
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