Learn from Red Hat developers how to efficiently incorporate data science and artificial intelligence and machine learning (AI/ML) into Red Hat® OpenShift® development workflow using Red Hat OpenShift Data Science and handle streaming data using Red Hat OpenShift Streams for Apache Kafka. You will also learn and examine the concepts of GitOps using ArgoCD in this one-time-only workshop built exclusively for DevSlam at GITEX 2022, so don’t miss your opportunity to reserve your seat.

11 Oct 2022 11:00 AM to 5:00 PM

11:00 AM to 5:00 PM

AI/ML, Data Science, Kafka workshop agenda:

Attendees will learn how to:

  • Use Jupyter Notebooks and TensorFlow to explore a pre-trained object detection model to detect 'dog(s)' in an image.
  • Serve the model in a REST API (representational state transfer application programming interface) as a Flask application.
  • Use Source-to-Image (S2I) to build, deploy, and serve the AI model (the Flask application).
  • Explore Kafka Streams from Jupyter Notebooks.
  • Deploy a Kafka consumer with the same object detection model.

12 Oct 2022 11:00 AM to 5:00 PM

11:00 AM to 5:00 PM

GitOps using ArgoCD workshop agenda

Attendees will learn how to:

  • Explore ArgoCD: GitOps-based continuous delivery tool for Kubernetes
  • Install ArgoCD on Red Hat OpenShift.
  • Connect and access ArgoCD.
  • Deploy applications to Red Hat OpenShift, the GitOps way.
  • Work with Kustomize.
  • Apply interactive learning with ArgoCD Syncwaves and Hooks.

Workshop Prerequisite

Attendees will not be required to install anything on their computer using OpenShift Data Science and OpenShift Streams for Apache Kafka. However, the prerequisites for this workshop which are as follows:

Attendees will learn how to:

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