March 2018
Intermediate to advanced
272 pages
7h 53m
English
Content preview from Deep Learning Quick Reference
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The impact of source/target volume and similarity
Until somewhat recently, there has been very little investigation into the impact that data volume and source/target domain similarity have played in transfer learning performance; however, it's a topic important to the usability of transfer learning and a topic I've written about. In the paper Investigating the Impact of Data Volume and Domain Similarity on Transfer Learning Applications, (https://arxiv.org/pdf/1712.04008.pdf), written by my colleagues, Yuntao Li, Dingchao Zhang, and myself, we did some experimentation on these topics. Here's what we found.
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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.