January 2018
Beginner to intermediate
284 pages
8h 35m
English
Content preview from Deep Learning Essentials
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Machine translation
Machine translation is one of the most recent success stories of NLU. The goal of this problem is to take a text sentence in a source language, such as English and convert it into the same sentence in a given target language, such as Spanish. Traditional methods of solving this problem relied on using phrase-based models. These models typically chunk the sentences into shorter phrases and translate each of these phrases one by one into a target language phrase.
Though translation at phrase-level works reasonably well, when you combine these translated phrases into the target language to generate a fully translated sentence, you find occasional choppiness, or disfluency. To avoid this limitation of phrase-based machine ...
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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.