October 2017
Beginner to intermediate
270 pages
7h
English
Content preview from Machine Learning for Developers
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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.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.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.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.
Deep neural networks
Now that we have a rich number of layers, it's time to start a tour of how the neural architectures have evolved over time. Starting in 2012, a rapid succession of new and increasingly powerful combinations of layers began, and it has been unstoppable. This new set of architectures adopted the term deep learning, and we can approximately define them as complex neural architectures that involve at least three layers. They also tend to include more advanced layers than the Single Layer Perceptrons, like convolutional ones.
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