August 2018
Intermediate to advanced
522 pages
12h 45m
English
Content preview from Machine Learning Algorithms - Second Edition
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Introducing Neural Networks
In this chapter, I'm going to briefly introduce deep learning with some examples based on Keras. This topic is quite complex and needs dedicated books; however, my goal is to allow the reader to understand some basic concepts that can be helpful before starting a complete course. In the first section, I'm presenting the structure of artificial neural networks and how they can be transformed in a complex computational graph with several different layers. In the second one, I'm going to introduce the basic concepts of Keras, and we'll see an example based on a very famous test dataset.
In particular, we are going to discuss the following:
- Structure of an artificial neuron
- Multi-layer Perceptrons (MLP)
- The back propagation ...
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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.