May 2018
Beginner
490 pages
13h 16m
English
Content preview from Artificial Intelligence By Example
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Inventions versus innovations
Some artificial intelligence programs, especially deep learning algorithms, remained inventions and not innovations until they were widely used by Google and other major players.
If you have invented a better algorithm than Google for some applications, it remains an invention until it actually changes something in your corporation or on the Web.
Suppose you find a quicker way to recognize an image through an optimized number of neurons and a new activation function. If nobody uses it, then that invention remains a personal theoretical fining no matter how good it appears. When others begin to use this new algorithm, then it becomes an innovation.
An invention becomes an innovation only when it changes a process ...
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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.