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Titlebook: Building Intelligent Systems; A Guide to Machine L Geoff Hulten Book 2018 Geoff Hulten 2018 Machine Learning.Machine Learning Engineering.

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The Components of an Intelligence ImplementationIn order to have impact, intelligence must be connected to the user.
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The Intelligence RuntimeThe intelligence runtime puts intelligence into action. It is responsible for interfacing with the rest of the Intelligent System, gathering the information needed to execute the system’s intelligence, loading and interpreting the intelligence, and connecting the intelligence’s predictions back to the rest of the system.
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Intelligent TelemetryA telemetry system is responsible for collecting observations about how users are interacting with your Intelligent System and sending some or all of these observations back to you.
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Geoff HultenShows you how to plan for the various phases of an intelligent system from implementation to operation—what is required to succeed, and when it is time to progress.Teaches you how to craft experiences
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Modeling of Affinity Chromatography,g monitored over time. Intelligence management bridges the gap between intelligence creation (which is discussed in Part 4 of this book) and intelligence orchestration (which is discussed in Part 5), by making it safer and easier to deploy new intelligence and enable it for users.
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