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GRAD 589: Master of Science in Artificial Intelligence (MSAI) Capstone

Resources included in this guide will help students navigate their capstone project from the initial stages of selecting a research topic to presenting findings to stakeholders.

The Research Data Lifecycle

RDM addresses the lifecycle of your research output including its creation, organization, accessibility, archiving and distribution. Proper data management helps maintain scientific rigor and research integrity. When discussing research data management, “data” will include any recorded factual material, such as data, images, and samples, that is collected or created to support and validate research findings.

Below is a detailed example of research data lifecycle elements. This image was adopted from Harvard's Longwood Research Data Management guide and more closely reflects the lifecycle of biomedical data. Click on the image to see more information on this process and to find a data lifecycle checklist. The link at the bottom of this box will lead you to another widely used example of the research data lifecycle.

circular data lifecycle diagram with arrows flowing clockwise. The center emphazises storage and manage while the outer parts show pla & design, collect & create, analyze & collborate, evaluate & archive, share & disseminate, and Publish & reuse

Research Data Lifecycle by LMA Research Data Management Working Group is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

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