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 will describe some of the repercussions of the vanishing gradient problem:
- This problem occurs when we train a neural network model using some sort of optimization techniques which are gradient based.
- Generally, adding more hidden layers tends to make the network able to learn more complex arbitrary functions, and thus do a better job in predicting future outcomes. Deep Learning makes a big difference due to the large number of hidden layers it has, ranging from 10 to 200. It is now possible to make sense of complicated sequential data, and perform tasks such as Speech Recognition, Image Classification, Image Captioning, and more.
- The problem caused by the preceding steps is that, in some cases, the gradients ...
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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.