October 2021
Beginner to intermediate
256 pages
4h 38m
English
Content preview from The Informed Company
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Chapter FourteenManaging Data Access
A fundamental benefit of the data warehouse lies in the self‐serve ability of data and cross‐company access to information. More groups than just the centralized data team commonly have access to data warehouses. The data has been cleaned, standardized, and organized. It is self‐documenting. Anyone with a bit of SQL know‐how can query tables and extract the information they need. A warehouse improves the data literacy across an organization.
However, companies handle information that you may not want easily accessible, especially in health systems or anything similar that manages sensitive information. Many security regulations mandating data access rules now exist, such as GDPR, and many companies have industry‐standard compliance rules that they adhere to as well, like SOC and HIPAA. Whether it is personally identifiable information (PII) or financial information, sensitive data is much more prevalent throughout a product's journey and the data warehouse than one might think. It's crucial to ensure adequate restrictions on sensitive information in the data warehouse are in place.
Build data restrictions into your warehouse framework as it is built. Even at the start of building your warehouse, answer a few common‐sense questions:
- Where is sensitive data (PII and financial) currently handled?
- Will this sensitive data still be present in the data warehouse and then cleaned up?
- How will this information be removed or restricted from the ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.