Consider factors such as available data and technology, significance of business impact, and implementation challenges to define the problem.
Free SOA Exam PA (Predictive Analytics) lesson in Predictive Analytics Problem Definition. 9 min read, ~1,283 words.
Screen every proposed model against four factors before committing: data, technology, business impact, and implementation. Data means a usable target variable plus relevant, clean predictors at adequate volume. No historical outcome label means no supervised model yet; collect data first. Technology means the infrastructure to build, deploy, and refresh the...
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What this lesson covers
- Content
- Example 1
- Example 2
- Common Mistakes
- Check Your Understanding
- Exam Shortcuts
Learning objectives
- 1e
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