February 2018
Intermediate to advanced
360 pages
12h 28m
English
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List of Figures
Chapter 1. What is deep learning?
Figure 1.1. Artificial intelligence, machine learning, and deep learning
Figure 1.2. Machine learning: a new programming paradigm
Figure 1.5. A deep neural network for digit classification
Figure 1.6. Deep representations learned by a digit-classification model
Figure 1.7. A neural network is parameterized by its weights.
Figure 1.8. A loss function measures the quality of the network’s output.
Figure 1.9. The loss score is used as a feedback signal to adjust the weights.
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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.