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Mastering SQL Server 2014 Data Mining by Debarchan Sarkar, Amarpreet Singh Bassan

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Chapter 2. Data Model Preparation and Deployment

In the previous chapter, we covered the first three phases of the data mining life cycle, namely, identifying, staging, and understanding data; this chapter will cover the remaining three phases of data mining, which are as follows:

  • Preparing data models
  • Validating data models
  • Deploying data models

Preparing data models

This section will outline the business problem that we intend to solve and help you decide on the algorithm that would be used to get us the required predictions. We will discuss the data mining algorithms available from the Microsoft suite and their usage.

Cross-Industry Standard Process for Data Mining

The discussion of data mining standards is important because it forms the basic framework ...

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