Machine Learning Operations (MLOps) with Vertex AI: Manage Features

中級スキルレベル

更新日 2026/07

Learn best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud.

コース説明

This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the deployment, testing, monitoring, and automation of ML systems in production.Learners will get hands-on practice using Vertex AI Feature Store's streaming ingestion at the SDK layer.

前提条件

このコースに受講要件はありません

Welcome to the Machine Learning Operations (MLOps) with Vertex AI: Manage Features

Introduction to the course.

Course Introduction

50 XP

チャプターを開始

Introduction to Vertex AI Feature Store

Vertex AI and its MLOps capabilities. Main challenges related to data and potential solutions to mitigate them.

Recap: How does Vertex AI help with the MLOps workflow?

50 XP

Introduction to Vertex AI Feature Store

50 XP

Introduction to Vertex AI Feature Store - Demo

50 XP

チャプターを開始