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Converting words to numbers, Word Embeddings | Deep Learning Tutorial 39 (Tensorflow & Python)

3,068,765 Views 12/17/22
Generative AI
Generative AI
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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

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