Many organizations use Clickstream for reporting but struggle to turn that data into valuable Data Products and production-ready ML models. Thanks to Apache Spark and Cloud Computing, it’s not as daunting task as you may think. I’m going to cover in detail a recipe for you to take your Clickstream, explore it, ETL into a cloud platform, then create/publish data products into a REST API for consumption. This approach is designed to be nimble and iterative, with no back-end engineering needed. Created by Josh Janzen, Senior Data Scientist