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Data By the Bay is the first Data Grid conference matrix with 6 vertical application areas  spanned by multiple horizontal data pipelines, platforms, and algorithms.  We are unifying data science and data engineering, showing what really works to run businesses at scale.
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Monday, May 16 • 9:50am - 10:30am
Time-series Feature Engineering Done Right

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Workday is building a data platform that allows their ML engineers to rapidly create and iterate on predictive applications. We will present how we do feature engineering and model validation over time-series data and the challenges we've have had along the way. You will learn why temporal validation is critical for certain types of problems and how to make sure you're doing it right.

Speakers
avatar for Parag Namjoshi

Parag Namjoshi

Principal Software Development Engineer, Workday
Parag works on predictive analytics at Workday leveraging machine learning and data mining technologies. He has extensive experience in applying machine learning techniques to diverse domains including pay-as-you-drive insurance, vehicle health prognostics, and NLP. Parag holds PhD in Computer Science.



Monday May 16, 2016 9:50am - 10:30am
Gardner

Attendees (29)