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 to do it...
This section will describe the inner components of a single LSTM cell, primarily, the three different gates present inside the cell. A number of such cells stacked together form an LSTM network:
- LSTMs also have a chain-like structure like RNNs. Standard RNNs are basically modules of repeating units like a simple function (for example, tanh).
- LSTMs have the capability to retain information for long periods of time as compared to RNNs owing to the presence of memory in each unit. This allows them to learn important information during the early stages in a sequence of inputs and also gives it the ability to have a significant impact on the decisions made by the model at the end of each time step.
- By being able to store information ...
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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.