Introduction to Azure Machine Learning Service

Evaluating a Technology

Any tool or technology to be used by an organization must undergo an in-depth analysis and evaluation of how it would address enterprise requirements and the effects it would have on existing organizational IT systems, controls, and governance. This is discussed below (refer to Figure 1-1).

Figure 1-1: Tool/Technology within an Enterprise Landscape

The three P's outlined in Figure 1-1 are:

1. People

2. Process

3. Platforms

In Chapter 0, we looked machine learning in general using the three P's; the Process or workflow of a machine learning solution, the People or roles that interact with the workflow, and the Platforms or tools/technologies/hardware for developing using that machine learning workflow. We will begin the discussion by introducing the platform, the impact it can possibly have on the process, and finally the people it affects.

The Platform

The Azure Machine Learning Service is a cloud-based service, available only in Microsoft Azure.

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The Process

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The People

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