Exploring Google Cloud Vertex AI
In the last chapter, we discussed Google Cloud BQML, which is used to develop ML models from structured data, and Google’s TensorFlow and Keras frameworks, which provide a high-level API interface for ML model development. In this chapter, we will discuss Cloud Vertex AI, which is Google’s integrated cloud service suite for ML model development. We will examine the Vertex AI suite and all its products and services.
Google Vertex AI is an integrated set of Google Cloud products, features, and a management interface that simplifies the management of ML services. It offers users a complete platform to build, train, and deploy ML applications in Google Cloud, from end to end. Vertex AI provides a single stop for data scientists to build machine learning applications.
In this chapter, we will discuss the following Vertex AI products and services:
- Vertex AI data labeling and datasets
- Vertex AI Feature Store
- Vertex AI Workbench...
