Remove Data Quality Remove Document Remove Key Performance Indicator Remove Risk Management
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What is Data Lineage? Top 5 Benefits of Data Lineage

erwin

The CEO also makes decisions based on performance and growth statistics. An understanding of the data’s origins and history helps answer questions about the origin of data in a Key Performance Indicator (KPI) reports, including: How the report tables and columns are defined in the metadata?

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Your Effective Roadmap To Implement A Successful Business Intelligence Strategy

datapine

Improved risk management: Another great benefit from implementing a strategy for BI is risk management. Collect and prioritize pain points and key performance indicators (KPIs) across the organization. On the flip side, document everything that isn’t working. Clean data in, clean analytics out.

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Managing machine learning in the enterprise: Lessons from banking and health care

O'Reilly on Data

After the 2008 financial crisis, the Federal Reserve issued a new set of guidelines governing models— SR 11-7 : Guidance on Model Risk Management. In the remainder of this post, we'll list the key areas and recommendations covered in SR 11-7, and explain how they are relevant to recent developments in machine learning.

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The art and science of data product portfolio management

AWS Big Data

Trunk (core data products) – Core data products are those that are central to the organization’s ability to function, and from which the majority of other data products are derived. Organizational governance for these data products typically favors availability and data accuracy over agility.