Chapter 2. Overview of the Machine Learning Process
Cross-Industry Standard Process for Data Mining (CRISP-DM) is a process for doing data mining. It has several steps that can be followed for continuous improvement. They are:
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Business understanding
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Data understanding
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Data preparation
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Modeling
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Evaluation
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Deployment
Figure 2-1 shows my workflow for creating a predictive model that expands on the CRISP-DM methodology. The walkthrough in the next chapter will cover these basic steps.
Figure 2-1. Common workflow for machine learning.
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