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Building Intelligent Systems: A Guide to Machine Learning Engineering by Geoff Hulten

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©  Geoff Hulten 2018
Geoff HultenBuilding Intelligent Systemshttps://doi.org/10.1007/978-1-4842-3432-7_2

2. Knowing When to Use Intelligent Systems

Geoff Hulten
(1)
Lynnwood, Washington, USA
 
So you have a problem you want to solve. An existing system you need to optimize. A new idea to create a business. Something you think your customers will love. A machine-learning–based solution that isn’t producing the value you’d hoped. Is an Intelligent System right for you? Sometimes yes. Sometimes no.
This chapter discusses when Intelligent Systems might be the right approach, and provides guidance on when other approaches might be better. It begins by describing the types of problems that can benefit from Intelligent Systems. It then discusses some of the ...

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