March 2018
Intermediate to advanced
272 pages
7h 53m
English
Content preview from Deep Learning Quick Reference
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Target domain overview
In this chapter's example, I will be working with Kaggle's Dogs versus Cats dataset. This dataset consists of 25,000 images of dogs and cats. It's perfectly balanced between classes at 12,500 each. The dataset can be downloaded from https://www.kaggle.com/c/dogs-vs-cats/data.
This is a binary classification problem. Each photograph contains either a dog or a cat, but not both.
This dataset was assembled in 2007 by Jeremy Elson et. al of Microsoft Research, and it's currently hosted at www.kaggle.com. It's absolutely free to download and use for academic use, but it does require a Kaggle account and acceptance of their end user license. Just the same, it's a fantastic dataset so I'm including instructions for using it ...
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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.