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Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and…

The Netflix TechBlog

We adopted the following mission statement to guide our investments: “Provide a complete and accurate data lineage system enabling decision-makers to win moments of truth.” Nonetheless, Netflix data landscape (see below) is complex and many teams collaborate effectively for sharing the responsibility of our data system management.

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Data Mining Problems in Retail

Highly Scalable

RE94] Grouplens: an open architecture for collaborative filtering of netnews, P. Konstan, and John Riedl, 2001. VL02] The True Lift Model – A Novel Data Mining Approach to Response Modeling in Database Marketing, V. WE07] Evolving Classifiers – Evolutionary Algorithms in Data Mining, T. Pazzani, D.

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