Remove Data Governance Remove Deep Learning Remove Metadata Remove Predictive Modeling
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Of Muffins and Machine Learning Models

Cloudera

Weak model lineage can result in reduced model performance, a lack of confidence in model predictions and potentially violation of company, industry or legal regulations on how data is used. . Within the CML data service, model lineage is managed and tracked at a project level by the SDX.

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The Cloud Connection: How Governance Supports Security

Alation

Semantics, context, and how data is tracked and used mean even more as you stretch to reach post-migration goals. This is why, when data moves, it’s imperative for organizations to prioritize data discovery. Data discovery is also critical for data governance , which, when ineffective, can actually hinder organizational growth.