December 2018
Intermediate to advanced
158 pages
3h 58m
English
Content preview from Deep Learning with PyTorch Quick Start Guide
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Linear models
Linear models are an essential way to understand the mechanics of ANNs. Linear regression is used to both predict a continuous variable and also, in the case of logistic regression for classification, to predict a class. Neural networks are extremely useful for multi-class classification, since their architecture can be naturally adapted to multiple inputs and outputs.
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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.