February 2018
Beginner to intermediate
258 pages
5h 47m
English
Content preview from R Deep Learning Projects
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Get started with exploring MNIST
The MNIST dataset from http://yann.lecun.com/exdb/mnist/ consists of a training set of 60,000 samples, and a testing set of 10,000 samples. As said previously, images were originally taken from the NIST, and then centered and resized to the same height and width (28 * 28).
Rather than handling the ubyte files, train-images-idx3-ubyte.gz and train-labels-idx1-ubyte.gz in the preceding website and merge them, we use a dataset that is well-formatted from the Kaggle competition Digit Recognizer, https://www.kaggle.com/c/digit-recognizer/. We can download the training dataset, train.csv directly from https://www.kaggle.com/c/digit-recognizer/data. It is the only labeled dataset provided in the site, and we will ...
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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.