January 2019
Intermediate to advanced
294 pages
6h 43m
English
Content preview from Machine Learning Quick Reference
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Selected Topics in Deep Learning
In Chapter 4, Training Neural Networks, we looked at what an artificial neural network (ANN) is and how this kind of model is built. You can say that a deep neural network is an elongated version of an ANN; however, it has got its own set of challenges.
In this chapter, we will learn about the following topics:
- What is a deep neural network?
- How to initialize parameters
- Adversarial networks—generative adversarial networks and Bayesian generative adversarial networks
- Deep Gaussian processes
- Hinton's Capsule network
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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.