Databricks is proud to be a Platinum sponsor at AWS re:Invent. As the original creators of Apache SparkTM, Databricks will demonstrate the latest in machine learning and AI at booth #416. Stop by the booth and grab some cool schwag, and get a demonstration of MLflow, TensorFlow, Apache Spark, and many other cool technologies that are accelerating innovation at companies like HP, Shell, NBC Universal, Viacom and Overstock.com.
MLflow (currently in beta) is an open source platform to manage the ML lifecycle, including experimentation, reproducibility and deployment. It currently offers three components:
MLflow Tracking – Record and query experiments: code, data, config, and results
MLflow Projects – Packaging format for reproducible runs on any platform
MLflow Models – General format for sending models to diverse deployment tools
To learn more about MLflow, make sure to attend the session “MLflow: Infrastructure for a complete Machine Learning Life Cycle” Thursday, Nov 29, 1:00 PM-2:00 PM – Aria West, Level 3, Juniper 1
View the Pre:Invent Webinar to help you get prepared for re:Invent. Learn tips and tricks on how to navigate the event and special learning opportunities.