From the course: Certified Analytics Professional (CAP) Cert Prep

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Understanding DMAIC and CRISP-DM

Understanding DMAIC and CRISP-DM

From the course: Certified Analytics Professional (CAP) Cert Prep

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Understanding DMAIC and CRISP-DM

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- [Instructor] DMAIC stands for define, measure, analyze, improve, and control. DMAIC is an essential part of Six Sigma, which is a well known process improvement methodology. DMAIC is a data-driven approach designed to enhance a business process and has five distinct phases in its cycle. The first DMAIC phase defines what problem to solve. The focus here is collecting customer requirements by first understanding the overall business process and identifying their needs. The next phase is quantitative, and measures the current performance level of the process under review. The data acquired during this phase sets a baseline for improvements. The third phase is dedicated to analyzing the requirements and data obtained from the define and measure steps. The primary goal is to identify and verify the root causes of the problem at hand before starting to develop a solution. The improve phase is all about developing solutions…

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