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

IntermediárioNível de habilidade

Atualizado 07/2026

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

Descrição do curso

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.

Pré-requisitos

Não há pré-requisitos para esse curso

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

Introduction to the course.

Course Introduction

50 XP

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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

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