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Tensorflow Solutions for Text
Text Data
The Course Overview
Acquiring Messages via IAMP
Parsing Email Metadata
Encoding Text Data as Numbers
Embedding
Representing Words with Embeddings
Pretrained Word Embeddings
Pretrained Character Embeddings
Pretrained FastText Embeddings
Encoding
Assembling Email with Embeddings
Dense Neural Networks on Text
Convolutional Neural Networks on Text
Recurrent Neural Networks on Text
Attention
Self Attention
Time Series Self Attention
Ensemble Networks on Text
A Deep Neural Email Processor
Trained Models in Docker Containers
REST API Definition
Prediction Server in Docker Containers
Pretrained Character Embeddings
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