Grow with Google

In this course, you will learn the essential MLOps practices for managing machine learning models in production environments using Google Cloud. You will gain practical experience with Vertex AI Feature Store and understand how to implement, test, monitor, and automate AI systems. This course is designed to boost your cloud career by equipping you with the skills to operationalize AI effectively.

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

Learn the fundamentals of MLOps and its importance in managing machine learning models in production.

Introduction to MLOps

Gain hands-on experience with Vertex AI Feature Store and learn how to manage features effectively.

Vertex AI Feature Store

Understand the process of implementing AI systems on Google Cloud using MLOps practices.

Implementing AI Systems

Learn how to monitor and automate AI systems to ensure their reliability and performance.

Monitoring and Automation

This course introduces participants to MLOps tools and best practices for implementing, evaluating, monitoring, and operating production AI systems on Google Cloud. Gain hands-on experience with Vertex AI Feature Store and earn a badge to showcase your cloud skills.

Professionals looking to enhance their skills in managing machine learning models in production environments.

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Engineers interested in implementing and automating machine learning systems on Google Cloud.

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Individuals seeking to understand MLOps practices and tools for operationalizing AI systems.

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

Overview

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