November 2017
Intermediate to advanced
274 pages
6h 16m
English
Content preview from Neural Network Programming with TensorFlow
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Sentiment analysis
We will now write an app to predict sentiments of a movie review. Reviews are made up of a sequence of words and the order of words encodes very useful information to predict sentiment. The first step is to map words to word embeddings. The second step is the RNN that receives a sequence of vectors as input and considers the order of the vectors to generate the prediction.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.