What is Vertex AI?
Vertex AI is a comprehensive cloud platform that empowers businesses to streamline the machine learning (ML) lifecycle, from model development to deployment and management. The platform offers a suite of fully managed services that enable rapid, efficient, and scalable ML model creation and integration across various use cases Through the Vertex AI Workbench, users can seamlessly leverage the integration with BigQuery, Dataproc, and Spark, allowing them to build, train, and deploy ML models using familiar tools and data sources. The platform's BigQuery ML functionality enables the creation and execution of ML models directly within BigQuery, utilizing standard SQL queries that can be seamlessly integrated with existing business intelligence tools and spreadsheets. Additionally, users can export datasets from BigQuery directly into the Vertex AI Workbench to run their models Vertex AI's Data Labeling service empowers businesses to generate highly accurate labels for their data, ensuring the quality and reliability of their machine learning models. The open cloud platform provides a fully managed infrastructure, allowing companies to focus on developing their own innovative digital products and solutions without the overhead of managing the underlying technological complexities
Highlights
- Integrated with BigQuery, Dataproc, and Spark for streamlined ML development and deployment
- Supports creating and executing ML models directly within BigQuery using SQL queries
- Enables importing datasets from BigQuery into Vertex AI Workbench for model development
- Provides a Data Labeling service to generate accurate labels for training data
- Offers a fully managed cloud platform to help businesses focus on building their own digital solutions