Nashville Data Engineers Meetup - Deploying Machine Learning Models with Apache Spark
Date and Time
Wednesday Sep 12, 2018
6:00 PM - 7:30 PM CDT
9/12/2018 from 6:00-7:30 PM
Location
Tech Hill Commons
500 Interstate Boulevard S.,
Suite 210
Nashville, TN 37210
Fees/Admission
Free
Contact Information
https://www.meetup.com/Nashville-Data-Engineers/events/254015073/
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Description
Deploying machine learning models seems like it should be a relatively easy task. Take your model and pass it some features in production. The reality is that the code written during the prototyping phase of model development doesn't always work when applied at scale or on "real" data. This talk will explore 1) common problems at the intersection of data science and data engineering 2) how you can structure your code so there is minimal friction between prototyping and production, and 3) how you can use Apache Spark to run predictions on your models in batch or streaming contexts.