May 2018
Beginner
490 pages
13h 16m
English
Content preview from Artificial Intelligence By Example
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The curse of dimensionality
The features for a given project can reach large numbers. The following example contains 1,024 dimensions:
The curse of dimensionality
In Chapter 9, Getting Your Neurons to Work, and Chapter 10, Applying Biomimicking to Artificial Intelligence, kernels and pooling reduced the number of dimensions to extract key features. With those key features in tensors, arrays and/or vectors, classification and prediction processes are possible. This process produces effective results in many areas.
The limit of this approach occurs when the result does not reach expectations, such as in some of the cases we will discover in ...
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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.