February 2018
Intermediate to advanced
378 pages
10h 14m
English
Content preview from Machine Learning with Swift
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Define the constraints
It is easy to get lost in the variety of AI approaches. There is a set of constraints that will help you to focus and identify the optimal path to the solution. By answering the following questions to yourself, you will narrow the scope of your exploration significantly; or maybe, in some cases, you will conclude that the task is impossible (which is better to figure out at an earlier stage than a later one):
- What data can you use?
- What data should you not use?
- What should be the input and the output of your model?
- What is your desired accuracy or other measure of success? Remember that a machine learning algorithm will not be 100% accurate.
- Should the model be able to train on the target platform?
- How interpretable ...
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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.