Introduction to Google Vertex AI Pipelines

This lesson provides a foundational understanding of Google Vertex AI Pipelines, a powerful tool for building, managing, and scaling machine learning workloads. You will be introduced to MLOps and the benefits of using ML pipelines. And you will learn how to build and run your first pipeline on GCP.

Learning Objectives

1. What “MLOps” means

2. What ML pipelines are

3. How to create and run ML pipelines on GCP

Intended Audience

• Machine Learning Engineers

• Anyone preparing for a Google Cloud certification

Prerequisites

• Access to a GCP account