Data Management Pipelines

In this lecture, we will cover:

Why should I care about data management?

  • Project edits and manuscript revisions…sometimes many months (or years!) down the line
  • Maximizing the benefit of your work to the scientific community and society
  • Facilitate collaborations based on your contributions

The Data Life Cycle

DataONE has an excellent overview of the steps in a data management and analysis pipeline.

Best practices

We will be presenting an overview of this DataONE Primer.

Another resource is Shuai’s AI & Data Blog which has practical insights from an experienced data scientist and startup founder.