Orchestrating AI/ML-enabled Workloads on Kubernetes with Open Source Kubeflow

Learn more about Kubeflow: https://www.kubeflow.org/ Learn more about Mirantis Open Source: https://www.mirantis.com/open-source/ As AI and machine learning (AI/ML) become increasingly important to businesses, managing & scaling these applications pose unique challenges. Enter Kubeflow, a cloud native platform designed to orchestrate scalable, end-to-end, AI workflows on Kubernetes. Join us to learn how Kubeflow can empower your organization to simplify, accelerate, and scale AI & machine learning solutions. This tech talk will cover: • The functionality, design & components of Kubeflow • How Kubeflow streamlines the deployment & management of machine learning models • How Kubeflow democratizes the implementation of complex AI systems • Prerequisites for running Kubeflow & a demo on how to get started 🧠 Learn more about Mirantis AI-powered Infrastructure Solutions: https://www.mirantis.com/ai-infrastru... 🚀 Check out open source k0rdent by Mirantis: https://k0rdent.io/ 🌐 How to install Kubeflow: https://www.kubeflow.org/docs/started... 🌐 Install minikube for Kubeflow: https://v0-2.kubeflow.org/docs/starte... 🔬 For more hands-on, developer-focused presentations from the Mirantis Labs team, please see: https://www.mirantis.com/labs/ 📚 For more informative resources about Mirantis, our solutions and areas of expertise, please check out our resource library: https://www.mirantis.com/resources/ Learn more about Mirantis: https://www.mirantis.com/ Mirantis Enterprise Support: https://www.mirantis.com/support/ente... Read the Mirantis Blog: https://www.mirantis.com/blog/ Cloud Native & Kubernetes Resources: https://www.mirantis.com/cloud-native... Mirantis Training: https://training.mirantis.com/ Questions? Contact us today: https://www.mirantis.com/contact/ #k8s #kubernetes #aiops #machinelearning #aiinfrastructure #aiml #opensourcesoftware #opensource #opensourceai #kubernetestutorial #mlops CHAPTERS 0:00 - Introducing today's Tech Talk topic & presenter 0:33 - What this Tech Talk will cover 1:11 - What is Artificial Intelligence & Machine Learning (AI/ML)? 8:14 - Why is Machine Learning relevant to AI? 14:05 - What is Kubeflow? 17:21 - How does Kubeflow work? 19:23 - Live Demo: How to install & setup Kubeflow using Lens & k0s 27:37 - Tech Talk Summary 29:56 - A look ahead to Pt. 3: Kubeflow deep dive 31:09 - A look at some of our upcoming Tech Talks 32:29 - Kubeflow installation steps 34:20 - How to deploy Kubeflow on minikube 34:58 - Outro