Remove 2018 Remove Clean Data Remove Data Pipeline
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Why We Started the Data Intelligence Project

Alation

In 2018, American Family Insurance became an Alation customer and I became the product owner for the AmFam catalog program. It takes numerous contributors working together and sharing knowledge in a centralized information space to avoid a complicated data ecosystem from collapsing. Our paths converge.

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Capital One’s data-centric solutions to banking business challenges

Snorkel AI

To borrow another example from Andrew Ng, improving the quality of data can have a tremendous impact on model performance. This is to say that clean data can better teach our models. Another benefit of clean, informative data is that we may also be able to achieve equivalent model performance with much less data.

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Capital One’s data-centric solutions to banking business challenges

Snorkel AI

To borrow another example from Andrew Ng, improving the quality of data can have a tremendous impact on model performance. This is to say that clean data can better teach our models. Another benefit of clean, informative data is that we may also be able to achieve equivalent model performance with much less data.