DevConf.US 2019 has ended
DevConf.us 2019 is the 2nd annual, free, Red Hat sponsored technology conference for community project and professional contributors to Free and Open Source technologies held at the Boston University in the historic city of Boston, USA.

When: Thursday, August 15 to Saturday, August 17, 2018

Venue: Boston University, George Sherman Union Building
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Thursday, August 15 • 15:50 - 16:35
MLFlow: Experiment Tracking on OpenShift

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Machine learning is more complex than traditional software development. We all know that fetching the right parameters for tuning a machine learning model is quintessential in finding the optimal model.

Have multiple machine learning models with different parameters running, but do not have a platform to track each of these models? MLFlow is the new open source platform which allows data scientists, product engineers, developers and large organizations to manage the ML lifecycle, including experimentation, reproducibility and deployment.

Attend this talk to learn how to:
1. Use MLFlow for experiment tracking
2. Perform hyperparameter model tuning with MLFlow
3. Run, compare and visualize the metrics/parameters of multiple runs of your machine learning model with MLFlow

avatar for Hema Veeradhi

Hema Veeradhi

Software Engineer, Red Hat
Software Engineer working with the AI Center of Excellence team, part of the office of the CTO. Exploring and integrating open source AI operations across Red Hat platforms.
avatar for Zak Hassan

Zak Hassan

Senior Software Engineer, CTO Office, Red Hat
Currently focused on developing analytics platform on OpenShift and leveraging Open Source ML Frameworks: Apache Spark, Tensorflow and more. Designing high performance and scalable ML platform that exposes metrics through cloud-native technology: Prometheus and Kubernetes.

Thursday August 15, 2019 15:50 - 16:35 EDT
Terrace Lounge GS Union, BU