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Sean Kandel: Locking in internal metadata makes software interoperability nearly impossible

Sean Kandel · Three Loops of Analytics Efficiency // Sean Kandel, Trifacta (FirstMark's Data Driven) · Jul 13, 2017 · at 27:42

Sean Kandel, co-founder and CTO of Trifacta, addresses software interoperability between analytics and data preparation tools at Data Driven NYC.

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“So I think the important piece is not really locking in your internal metadata. Otherwise, it becomes incredibly hard to interoperate.”

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Assertion Not checkable as stated
Sean Kandel: Machine learning and statistical tools are becoming commoditized
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Assertion Not checkable as stated
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Insight
Kandel: Automated metadata capture is essential to scale analytics efficiency
“I think one way to kind of really speed up this loop and make it much more efficient is instead of kind of relying on others to kind of manually capture metadata and manually leverage it, having systems that automatically capture it and automatically leverage …”
Sean Kandel Jul 13, 2017 ▶ 18:11 Three Loops of Analytics Efficiency // Sean Kandel, Trifacta (FirstMark's Data Driven)
Prediction Not checkable as stated
Trifacta CTO: No data prep algorithm will ever be 100% correct
“We don't feel that the you know, algorithms or predictions that we provide are ever going to be a hundred percent correct, or any algorithm will be.”
Sean Kandel Jul 13, 2017 ▶ 25:39 Three Loops of Analytics Efficiency // Sean Kandel, Trifacta (FirstMark's Data Driven)
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