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 results of the LSTM model's evaluation.
- From a graphical perspective, we can see that our predictions were close to the actual stock quotes from 2017-2018, as shown in the following screenshot:
- Our model shows that the predicted values are closer to the actual values earlier on in the days for 2017 and 2018 than later on. Overall, while it seems that our predicted and actual scores are very close, it would be best to get a mean squared error calculation to understand how much deviation is between the two. As we can see, we have a mean squared error of 0.05841 or approximately 5.8%:
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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.