November 2018
Intermediate to advanced
322 pages
7h 54m
English
Content preview from TensorFlow Machine Learning Projects
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Building the sentiment analysis model
In this section, we will learn how to build a sentiment analysis model from scratch using Keras. To perform sentiment analysis, we will use sentiment analysis data from the University of Michigan that is available at https://www.kaggle.com/c/si650winter11/data. This dataset contains 7,086 movie reviews with labels. Label 1 denotes a positive sentiment, while 0 denotes a negative sentiment. In the repository, the dataset is stored in the file named sentiment.txt.
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.