Vertex AI

TECHNICAL DEFINITION

Google Cloud Vertex AI is a unified, fully managed machine learning platform that integrates Google Cloud's ML services (e.g., AutoML, AI Platform Training, AI Platform Prediction) into a single environment, streamlining the development and deployment of ML models.

BACKGROUND

Gemini is a generative artificial intelligence chatbot and virtual assistant developed by Google. It is powered by the family of large language models (LLMs) of the same name, after previously being based on LaMDA and PaLM 2.

SYNONYMS & ALIASES

• Google Vertex
• GCP ML
• AI Platform
• Managed ML Service

USAGE NOTE

Simplifies the ML lifecycle for users within the Google Cloud ecosystem, offering both custom and automated ML capabilities.

DEVELOPERS

Organizations developing technology related to Vertex AI.

• Google Cloud

  The primary developer and provider of Vertex AI, a unified machine learning platform for building, deploying, and scaling ML models, including tools for prompt design and MLOps.

• Accenture

  A global professional services company that provides AI engineering, prompt design, and MLOps solutions, leveraging Google Cloud's Vertex AI for enterprise clients.

• Deloitte

  Offers AI and machine learning implementation services, assisting clients in developing and deploying AI solutions, often utilizing Vertex AI for its robust MLOps capabilities.

• Capgemini

  Delivers digital transformation and AI solutions, specializing in deploying and managing AI models, including prompt engineering workflows, on platforms like Google Cloud's Vertex AI.

• Tata Consultancy Services (TCS)

  A Google Cloud partner providing AI/ML development, MLOps, and consulting services, often utilizing Vertex AI to build and operationalize machine learning solutions.

• Wipro

  Offers AI and cloud engineering services, including building, training, and deploying machine learning solutions and implementing MLOps pipelines using Google Cloud's Vertex AI.

• Cognizant

  Provides AI and data modernization services, helping clients implement and manage machine learning solutions on Google Cloud platforms, including leveraging Vertex AI for MLOps and model management.

• Slalom

  A consulting firm that designs and builds custom AI solutions, often leveraging Vertex AI for its MLOps capabilities, model deployment, and integrated toolset for machine learning development.