Autoplay Next video from Max length

Using BigDL on Apache Spark to Improve MLS Real Estate Search (Sergey Ermolin and David Wetzel)

165 views · Published 28 September 2018 · 29:31 · Indexed 6 November 2026

Channel: Databricks · 2018 · Science & Technology

Sergey Ermolin, a technical program manager and Solutions Architect for deep learning, and David Wetzel, a MLSListings’ Chief Operations Officer, discuss how BigDL-enabled Deep Learning analysis of photos attached to property listings in Multiple Listings Services database allowed us to extract image features and identify similar-looking properties. We leveraged this information to in real-time property search application to improve the relevancy of user search results. Imagine identifying a property listing photo you like and having the system suggest other listings you should also review. Traditional real-estate MLS (multiple-listings services) search methods rely on SQL-type queries to search and serve real-estate listings results.

Learn more here: https://databricks.com/session/using-bigdl-on-apache-spark-to-improve-the-mls-real-estate-search-experience-at-scale

Article you might like: https://databricks.com/session/separating-hype-from-reality-in-deep-learning-continues

About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying data science, engineering and business.
Read more here: https://databricks.com/product/unified-data-analytics-platform

Connect with us:
Website: https://databricks.com
Facebook: https://www.facebook.com/databricksinc
Twitter: https://twitter.com/databricks
LinkedIn: https://www.linkedin.com/company/databricks
Instagram: https://www.instagram.com/databricksinc/ Databricks is proud to announce that Gartner has named us a Leader in both the 2021 Magic Quadrant for Cloud Database Management Systems and the 2021 Magic Quadrant for Data Science and Machine Learning Platforms. Download the reports here. https://databricks.com/databricks-named-leader-by-gartner

Using BigDL on Apache Spark to Improve MLS Real Estate Search (Sergey Ermolin and David Wetzel)

More from this channel