October 2017
Beginner to intermediate
270 pages
7h
English
Content preview from Machine Learning for Developers
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Solving problems with order — RNNs
In the previous chapters, we have examined a number of models, from simple ones to more sophisticated ones, with some common properties:
- They accept unique and isolated input
- They have unique and fixed size output
- The outputs will depend exclusively on the current input characteristics, without dependency on past or previous input
In real life, the pieces of information that the brain processes have an inherent structure and order, and the organization and sequence of every phenomenon we perceive has an influence on how we treat them. Examples of this include speech comprehension (the order of the words in a sentence), video sequence (the order of the frames in a video), and language translation. This ...
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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.