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.

codebasics
121.9K views • Mar 13, 2021

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
🔖Hashtags🔖
#wordembeddings #wordembeddingsexplained #deeplearningtutorial #convertingwordstonumbers #wordembedding #wordembeddingnlp #tensorflowwordembedding #wordembeddingwithnlp #nlpforwordembedding #wordembeddingkeras #whatiswordembedding #wordembeddingnlptutorial
Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses.
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❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.
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
🔖Hashtags🔖
#wordembeddings #wordembeddingsexplained #deeplearningtutorial #convertingwordstonumbers #wordembedding #wordembeddingnlp #tensorflowwordembedding #wordembeddingwithnlp #nlpforwordembedding #wordembeddingkeras #whatiswordembedding #wordembeddingnlptutorial
Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses.
🌎 Website: https://www.codebasics.io/
🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg
#️⃣ Social Media #️⃣
🔗 Discord: https://discord.gg/r42Kbuk
📸 Instagram: https://www.instagram.com/codebasicshub/
🔊 Facebook: https://www.facebook.com/codebasicshub
📱 Twitter: https://twitter.com/codebasicshub
📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/
📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/
❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.
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Video Information
Views
121.9K
Likes
2.5K
Duration
11:32
Published
Mar 13, 2021
User Reviews
4.7
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