February 2018
Beginner to intermediate
258 pages
5h 47m
English
Content preview from R Deep Learning Projects
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What is deep learning and why do we need it?
Deep learning is an emerging subfield of machine learning. It employs artificial neural network (ANN) algorithms to process data, derive patterns or to develop abstractions, simulating the thinking process of a biological brain. And those ANNs usually contain more than one hidden layer, which is how deep learning got its name—machine learning with stacked neural networks. Going beyond shallow ANNs (usually with only one hidden layer), a deep learning model with the right architectures and parameters can better represent complex non-linear relationships.
Here is an example of a shallow ANN:
And an ...
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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.