July 2018
Intermediate to advanced
474 pages
13h 37m
English
book
Apache Spark Deep Learning Cookbook
by Ahmed Sherif, Amrith Ravindra, Michal Malohlava, Adnan Masood
Content preview from Apache Spark Deep Learning Cookbook
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How it works...
This section explains the configuration of the Keras model that is applied to the dataset to predict a rating based on the features selected.
- In Keras, a Sequential model is simply a linear combination of layers, which are the following: Dense is used to define the layer types to a fully-connected layer within a deep neural network. Finally, Activation is used to convert the inputs from the features into an output that can be used as a prediction. There are many types of activation functions that can be used in a neural network; however, for this chapter, we will go with relu and softmax.
- The Sequential model is configured to include three Dense layers:
- The first layer has input_dim set to the number of features from ...
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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.