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Tuesday, June 28 • 5:03pm - 5:21pm
Inside the Rent Zestimates

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Zillow, the leading real estate and rental marketplace in USA, uses R to estimate home values (Zestimates) and rental prices (Rent Zestimates). Every day, we refresh Zestimates and Rent Zestimates on Zillow.com for more than 100 million homes with output from scoring daily re-trained models. The model training and scoring infrastructure rests on top of R, allowing rapid prototyping and deployment to production servers. We make extensive use of R, including the development of an in-house package called ZPL that functions similar to MapReduce on Hadoop, but runs on relational databases. In this presentation, we will go under the hood to see parts of the engine that power the Rent Zestimates.

avatar for Gabriela de Queiroz

Gabriela de Queiroz

Developer Advocate, IBM
Gabriela de Queiroz is a Data and AI Developer Advocate at IBM CODAIT. She is the founder of R-Ladies (Global), a worldwide organization for promoting diversity in the R community with more than 100 chapters in 35+ countries. She runs the R-Ladies San Francisco chapter and serves... Read More →

avatar for Yeng  Bun

Yeng Bun

Principal Data Scientist, Zillow
Analyzing, modeling and programing with real-estate data as well as production software in R.

Attendees (117)