Part1: Kubeflow Introduction скачать в хорошем качестве

Part1: Kubeflow Introduction

Welcome to our Introduction to Kubeflow! In this video, we’ll explore Kubeflow, the open-source platform designed to make machine learning (ML) workflows seamless and scalable on Kubernetes. Whether you’re a data scientist, ML engineer, or DevOps professional, Kubeflow empowers you to build, deploy, and manage ML models efficiently in a cloud-native environment. What You’ll Learn in This Video: ✅ What is Kubeflow? Discover how Kubeflow simplifies the deployment of ML workflows on Kubernetes. ✅ Key Components of Kubeflow Learn about Kubeflow’s core tools like Pipelines, Katib, KFServing, and more. ✅ Why Use Kubeflow? Understand the benefits of using Kubeflow for scalable and reproducible ML workflows. ✅ Getting Started with Kubeflow A quick guide to setting up Kubeflow on your Kubernetes cluster. ✅ Real-World Use Cases See how Kubeflow is used in production environments for ML model training and deployment. ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ Who Is This Video For? 🔹 Data Scientists looking to streamline ML workflows. 🔹 ML Engineers wanting to deploy models at scale. 🔹 DevOps Engineers managing Kubernetes clusters. 🔹 Anyone interested in cloud-native machine learning! ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ Resources Mentioned in the Video: 🔗 Kubeflow Official Documentation: https://www.kubeflow.org/ 🔗 Kubernetes Documentation: https://kubernetes.io/ 🔗 GitHub Repository for Kubeflow:https://github.com/kubeflow/manifests Let’s Build the Future of Machine Learning Together! Kubeflow is revolutionizing how we deploy and manage ML workflows. Whether you’re just starting out or looking to scale your ML pipelines, this video is your gateway to mastering Kubeflow. Let’s dive in! ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ You can Follow Milad from on other platforms   / milad-amirianfar-b30a4160   ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ You can follow our Channel on other platforms https://github.com/devopshobbies   / devopshobbies