Jupyter is an open-source web application that allows users to create and share documents that contain live code, equations, visualizations, and narrative text. It is a popular tool for data exploration, analysis, and collaboration, making it easier for teams to share insights and work together on data projects.
In addition, Vertex AI provides a range of deployment options, including on-premises deployment and integration with other cloud platforms, such as GCP and AWS. It also integrates with a range of third-party tools and platforms, such as Kubeflow and Jupyter, which makes it a flexible and versatile option for machine learning.
Vertex AI also offers a range of security features, including role-based access control, data encryption, and multi-factor authentication. This ensures that data is protected at all times and helps organizations to comply with regulatory requirements.
Overall, Vertex AI is a comprehensive machine learning platform that provides a range of tools and services for data preprocessing, model training, deployment, and management. It offers an easy-to-use and flexible solution for organizations that need to build and deploy machine learning models quickly and easily.