Words to Numbers & Embeddings in Deep Learning 📊

Learn how to convert words to numbers using embeddings for machine learning models like RNNs with TensorFlow & Python.

Words to Numbers & Embeddings in Deep Learning 📊
codebasics
121.9K views • Mar 13, 2021
Words to Numbers & Embeddings in Deep Learning 📊

About this video

Machine learning models don't understand words. They should be converted to numbers before they are fed to RNN or any other machine learning model. In this tutorial, we will look into various techniques for converting words to numbers. These techniques are,
1) Using unique numbers
2) One hot encoding
3) Word embeddings

Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Machine learning playlist : https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw  

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#wordembeddings #wordembeddingsexplained #deeplearningtutorial #convertingwordstonumbers #wordembedding #wordembeddingnlp #tensorflowwordembedding #wordembeddingwithnlp #nlpforwordembedding #wordembeddingkeras #whatiswordembedding #wordembeddingnlptutorial

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Video Information

Views

121.9K

Likes

2.5K

Duration

11:32

Published

Mar 13, 2021

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