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Glossary of Artificial Intelligence (AI), Machine Learning (ML), and Big Data Terms


A set of steps, process, and framework that is followed in a particular order to achieve desired and repeatable outcomes. Methodologies are generally practices and procedures that people follow for particular tasks, and adopted organization-wide to ensure that the organization adopts the same approaches to systems. Methodologies such as CPMAI provide a project management approach to running and managing AI projects in a predictable and iterative manner optimized for success and avoidance of common reasons why AI projects fail.

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