Kubeflow - Orchestrating AI Workflows on Kubernetes

Overview

Explore the world of AI workflow orchestration on Kubernetes with this informative tech talk on Kubeflow. Discover how this cloud-native platform simplifies, accelerates, and scales AI and machine learning solutions. Delve into Kubeflow's functionality, design, and components, and learn how it streamlines the deployment and management of machine learning models. Understand how Kubeflow democratizes complex AI systems implementation, making them more accessible. Get insights into Kubeflow prerequisites and watch a live demo on installation and setup using Lens and k0s. Gain valuable knowledge about AI/ML concepts, their relevance, and practical applications in modern business environments.

Syllabus

Our next installment is set to premiere a week from Tuesday, September 19th at AM PDT. If you are interested in more upcoming & on demand Tech Talks from the teams at Mirantis Labs, please visit https://www.mirantis.com/labs
- Introducing today's Tech Talk topic & presenter
- What this Tech Talk will cover
- What is Artificial Intelligence & Machine Learning AI/ML?
- Why is Machine Learning relevant to AI?
- What is Kubeflow?
- How does Kubeflow work?
- Live Demo: How to install & setup Kubeflow using Lens & k0s
- Tech Talk Summary
- A look ahead to Pt. 3: Kubeflow deep dive
- A look at some of our upcoming Tech Talks
- Kubeflow installation steps
- How to deploy Kubeflow on minikube
- Outro