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

About this course

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.

What you will learn

• Containerize ML workflows for reproducibility, reuse, and scalable training and inference on Google Cloud
• Efficiently share, discover, and re-use ML features at scale while conducting reproducible ML experiments with Vertex AI Feature Store