March 2018
Intermediate to advanced
272 pages
7h 53m
English
Content preview from Deep Learning Quick Reference
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Semantic analysis
Semantic analysis is technically the analysis of the meaning of language, but usually when we say semantic analysis, we are talking about understanding the feelings of the author. Semantic classifiers are typically trying to classify some utterance as positive, negative, happy, sad, neutral, and so on.
One of my favorite features of human language, sarcasm, makes this a challenging problem to solve. There are many subtle patterns in human language that are very challenging for computers to learn. But challenging doesn't mean impossible. Given a good dataset, this task is very possible.
Success for this type of problem requires a good dataset. While we can most certainly find ample amounts of human conversation all over the ...
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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.