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Why You Need End-to-End Data Lineage

erwin

Data lineage helps answer questions about the origin of data in key performance indicator (KPI) reports, including: How are the report tables and columns defined in the metadata? Metadata management and manual mapping are a challenge to most organizations. Who are the data owners?

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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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CCPA 2020: Getting Your Data Landscape Ready

Octopai

Octopai’s metadata discovery and management suite provides visualization tools that empower you to see and report everything about sensitive customer data. Octopai's Automated Metadata Management Platform can make CCPA compliance a breeze. Keeping the Lights On with Automated Metadata Management. Not Yet CCPA Compliant?

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The Lean Analytics Cycle: Metrics > Hypothesis > Experiment > Act

Occam's Razor

That metric is tied to a KPI. It's the target for your KPI. So grab a piece of paper and write down three key business metrics you'd like to change. For each of them, write down the KPI you're measuring, and what that KPI should be for you to consider your efforts a success. KPI: Property bookings.

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Exploring real-time streaming for generative AI Applications

AWS Big Data

Streaming jobs constantly ingest new data to synchronize across systems and can perform enrichment, transformations, joins, and aggregations across windows of time more efficiently. The following diagram illustrates an example workflow for CDC streaming ingestion and processing for unified customer profiles.

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The art and science of data product portfolio management

AWS Big Data

Acts as steering body for the governance of DPPM as a practice (KPI monitoring, maturity assessments, auditing, and so on). Key deliverables include a registry of demand against new or existing data products, including metadata on source systems, attributes, known use cases, proposed data product owners, and suggested organizational priority.