Machine Learning Breakout: Tools for Machine Learning Developers with Kubernetes using Open Source

Animesh Singh, STSM and Program Director, IBM, shows you how to build, train, deploy and manage machine learning models. With the breadth of sheer functionalities which need to be addressed in Machine Learning world around building, training, serving and managing models, getting it done in a consistent, composable, portable, and scalable manner is hard. The Kubernetes framework is well suited to address these issues, which is why it’s a great foundation for deploying ML workloads. Kubeflow is designed to ta