DevNation Day India 2022 - GitOps, CI CD and MLOps - How it all comes together for a Developer
In this session you will earn developer tools specific to GitOps framework and understand how to efficiently incorporate data science, MLOps, and GitOps into a Red Hat® OpenShift® development workflow. During this session, you'll:
* See how Jupyter Notebooks in Red Hat OpenShift Data Science can be leveraged to make changes to the application, even model.
* Understand how Red Hat OpenShift Pipelines is used to build and redeploy your intelligent application.
* Manage your application’s health and status using GitOps methodologies with ArgoCD.
You will learn how application changes can be made leveraging Red Hat OpenShift Pipelines and GitOps methodologies to rebuild, validate, and redeploy intelligent applications. We’ll follow hypothetical customers as they browse clothing in a department store and use an application to find discounted merchandise.
Ritesh Shah is a Principal Architect of Cloud Technologies on the Red Hat Portfolio Technology team focusing on creating and using next-generation platforms, including AI/ML workloads, application modernization and deployment, and software-defined data storage. Ritesh has been an advocate for open source technologies and products, focusing on modern platform architecture and design for critical business needs. Ritesh is passionate about next-generation platforms and how application teams, including data scientists, can use open source technologies to their advantage.