Machine Learning Workshop

The machine learning workshop is a unique, hands-on experience for data preparation, ML modeling, and ML model deployment using Red Hat® OpenShift® Container Platform.

The focus is on using OpenShift to accelerate machine learning workflows. OpenShift supports existing tools and enables new ways of working, and our approach is friendly to an existing ML toolchain. Attendees will learn how to build a containerized data pipeline to analyse existing data and run models.

To get the most out of this workshop, participants should have a data science or developer background, and be familiar with the following:

• Python programming
• Linux® command line and OpenShift command line
• Linux containers and Docker
• Open source data science Tools like JupyterHub, Tensorflow, Prometheus, and Grafana
• Entry level Kubernetes concepts
• Entry level data science concepts