# Vertex AI  |  Google Cloud Documentation
# Source: https://docs.cloud.google.com/vertex-ai/docs
# Path: /vertex-ai/docs

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  * [ Vertex AI ](https://docs.cloud.google.com/vertex-ai/docs)



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# Vertex AI documentation

Vertex AI is a machine learning (ML) platform that lets you train and deploy ML models and AI applications. Vertex AI combines data engineering, data science, and ML engineering workflows, which lets teams collaborate using a common toolset. 

[Learn more about Vertex AI](/vertex-ai/docs/start/introduction-unified-platform)

[ ![](https://docs.cloud.google.com/static/vertex-ai/generative-ai/docs/images/gemini.png) ](https://docs.cloud.google.com/vertex-ai/generative-ai/docs/models)

###  [ Gemini ](https://docs.cloud.google.com/vertex-ai/generative-ai/docs/models)

Use Gemini, Google's multimodal generative AI model, to process images, videos, and text. 

[ ![](https://docs.cloud.google.com/static/vertex-ai/generative-ai/docs/images/generative-ai-workflow.png) ](https://docs.cloud.google.com/vertex-ai/generative-ai/docs/learn/overview)

###  [ Generative AI ](https://docs.cloud.google.com/vertex-ai/generative-ai/docs/learn/overview)

Access Google's generative AI models to test, tune, and deploy them for use in your AI-powered applications. 

[ ![](https://docs.cloud.google.com/static/vertex-ai/generative-ai/docs/images/model_garden.png) ](https://docs.cloud.google.com/vertex-ai/docs/start/explore-models)

###  [ Model Garden ](https://docs.cloud.google.com/vertex-ai/docs/start/explore-models)

Use Model Garden to discover, test, customize, and deploy Google proprietary and select open source software generative AI models and large language models. 

##  Documentation resources 

###  Get started with generative AI 

  * ####  [ Introduction to prompting ](https://docs.cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design)

  * ####  [ Try the Gemini API in Vertex AI quickstart ](https://docs.cloud.google.com/vertex-ai/generative-ai/docs/start/quickstart)

  * ####  [ Discover models in Model Garden ](https://docs.cloud.google.com/vertex-ai/generative-ai/docs/model-garden/explore-models)




###  Get started with Vertex AI 

  * ####  [ Introduction to Vertex AI ](https://docs.cloud.google.com/vertex-ai/docs/start/introduction-unified-platform)

  * ####  [ Train a model using the Python SDK ](https://docs.cloud.google.com/vertex-ai/docs/tutorials/tabular-bq-prediction)

  * ####  [ AutoML beginner's guide ](https://docs.cloud.google.com/vertex-ai/docs/beginner/beginners-guide)




###  Train your own models 

  * ####  [ Introduction to training ](https://docs.cloud.google.com/vertex-ai/docs/training-overview)

  * ####  [ Train a model from tabular data using AutoML ](https://docs.cloud.google.com/vertex-ai/docs/tabular-data/overview)

  * ####  [ Vertex AI serverless training overview ](https://docs.cloud.google.com/vertex-ai/docs/training/overview)

  * ####  [ Vertex AI training clusters overview ](https://docs.cloud.google.com/vertex-ai/docs/training/training-clusters/overview)




###  Manage your workflow 

  * ####  [ Introduction to MLOps ](https://docs.cloud.google.com/vertex-ai/docs/start/introduction-mlops)

  * ####  [ Use pipelines to orchestrate your workflow ](https://docs.cloud.google.com/vertex-ai/docs/pipelines/introduction)

  * ####  [ Use Model Registry to manage model versions ](https://docs.cloud.google.com/vertex-ai/docs/model-registry/introduction)

  * ####  [ Use Vertex AI Feature Store to serve ML features ](https://docs.cloud.google.com/vertex-ai/docs/featurestore/overview)

  * ####  [ Monitor your model's performance ](https://docs.cloud.google.com/vertex-ai/docs/model-monitoring/overview)

  * ####  [ Experiment with your model using different ML techniques ](https://docs.cloud.google.com/vertex-ai/docs/experiments/intro-vertex-ai-experiments)

  * ####  [ Use Ray on Vertex AI to scale training ](https://docs.cloud.google.com/vertex-ai/docs/open-source/ray-on-vertex-ai/overview)




###  Tutorials and samples 

  * ####  [ All tutorials ](https://docs.cloud.google.com/vertex-ai/docs/tutorials)

  * ####  [ Jupyter notebooks ](https://docs.cloud.google.com/vertex-ai/docs/tutorials/jupyter-notebooks)

  * ####  [ Browse code samples ](https://docs.cloud.google.com/vertex-ai/docs/samples)




###  Resources 

  * ####  [ Pricing ](https://docs.cloud.google.com/vertex-ai/pricing)

  * ####  [ Quotas and limits ](https://docs.cloud.google.com/vertex-ai/docs/quotas)

  * ####  [ Release notes ](https://docs.cloud.google.com/vertex-ai/docs/release-notes)

  * ####  [ Get support ](https://docs.cloud.google.com/vertex-ai/docs/support/getting-support)




##  Latest videos 

## Vertex AI and Cloud machine learning (ML) products

Solution type | Category | Products  
---|---|---  
Generative AI and pre-trained models | Generative AI | 

  * [Generative AI on Vertex AI](/vertex-ai/generative-ai/docs/learn/overview)
  * [Model Garden](/vertex-ai/generative-ai/docs/model-garden/explore-models)
  * [Text embeddings](/vertex-ai/generative-ai/docs/embeddings/get-text-embeddings)
  * [Multimodal embeddings](/vertex-ai/generative-ai/docs/embeddings/get-multimodal-embeddings)
  * [Codey](/vertex-ai/generative-ai/docs/chat/chat-prompts)
  * [Extensions](/vertex-ai/generative-ai/docs/extensions/overview)
  * [Generative AI Evaluation Service](/vertex-ai/generative-ai/docs/models/evaluate-models)
  * [Vertex AI Studio](/vertex-ai/generative-ai/docs/start/quickstarts/quickstart)
  * [Imagen for image generation](/vertex-ai/generative-ai/docs/image/overview)

  
Task-specific solutions | 

  * [Cloud Vision](/vision/docs/features-list)
  * [Video Intelligence API](/video-intelligence/docs/annotate-video-command-line)
  * [Visual Inspection AI](/solutions/visual-inspection-ai)
  * [Cloud Natural Language API](/natural-language)
  * [Timeseries Insights API](/timeseries-insights/docs/overview)

  
AI solutions | Finance | 

  * [Anti Money Laundering AI](/financial-services/anti-money-laundering/docs/concepts/overview)
  * [Cloud Contact Center](/solutions/contact-center)

  
Translation | 

  * [Cloud Translation API](/translate/docs/overview)

  
Retail | 

  * [Retail API](/retail/docs/overview)
  * [Retail Search](/retail/docs/search-basic)

  
Healthcare | 

  * [Cloud Healthcare API](/healthcare-api/docs/introduction)
  * [Healthcare Data Engine](https://cloud.google.com/healthcare-api)
  * [Healthcare Natural Language API](/healthcare-api/docs/concepts/nlp)
  * [Healthcare Solutions](/solutions/healthcare-life-sciences)

  
Search and recommendations | 

  * [Enterprise Knowledge Graph](/enterprise-knowledge-graph/docs/overview)
  * [Vector Search](/vertex-ai/docs/vector-search/overview)
  * [Vertex AI Search](/generative-ai-app-builder/docs/enterprise-search-introduction)
  * [Vertex AI Search Recommendations](/generative-ai-app-builder/docs/about-recommendations)

  
Document management | 

  * [Document AI](/document-ai/docs/overview)
  * [Document AI Warehouse](/document-warehouse/docs/overview)
  * [Document AI Workbench](/document-ai/docs/workbench/build-custom-processor)
  * [Enterprise Document OCR](/document-ai/docs/enterprise-document-ocr)
  * [OCR On-Prem (Deprecated)](/vision/on-prem)
  * [Human-in-the-Loop AI](/document-ai/docs/hitl)

  
Customer service | 

  * [Conversational Insights](/contact-center/insights/docs)
  * [Google Cloud Contact Center as a Service](/contact-center/ccai-platform/docs)
  * [Dialogflow CX](/dialogflow/cx/docs)
  * [Dialogflow ES](/dialogflow/es/docs)
  * [Agent Assist](/agent-assist/docs)

  
Conversations and speech | 

  * [Vertex AI Agents](/generative-ai-app-builder/docs/agent-intro)
  * [Speech-to-Text](/speech-to-text)
  * [Text-to-Speech](/text-to-speech)
  * [Speaker ID](/speaker-id)
  * [Speech-to-Text On-Prem](/speech-to-text/priv)
  * [Speech On Device](/speech-to-text/ondevice)

  
Vision and video | 

  * [Vision AI](/vision-ai/docs/overview)
  * [Live Stream API](/livestream/docs/overview)
  * [Transcoder API](/transcoder/docs/transcode-video)
  * [Video Stitcher API](/video-stitcher/docs/concepts/overview)

  
Model training and development | Automatic training | 

  * [Vertex AI AutoML Tabular](/vertex-ai/docs/tabular-data/overview)
  * [Vertex AI AutoML Image](/vertex-ai/docs/training-overview#image_data)

  
Custom training | 

  * [Vertex AI Training](/vertex-ai/docs/training/overview)
  * [Vertex AI Neural Architecture Search](/vertex-ai/docs/training/neural-architecture-search/overview)
  * [Ray on Vertex AI](/vertex-ai/docs/open-source/ray-on-vertex-ai/overview)
  * [Deep Learning Containers](/deep-learning-containers/docs/overview)
  * [Deep Learning VM Images](/deep-learning-vm/docs/introduction)

  
MLOps and production | Deployment | 

  * [Vertex AI Inference](/vertex-ai/docs/predictions/overview)

  
Developer tools | 

  * [Colab Enterprise](/colab/docs/introduction)
  * [Vertex AI Workbench](/vertex-ai/docs/workbench/introduction)

  
Model iteration | 

  * [Vertex AI Experiments](/vertex-ai/docs/experiments/intro-vertex-ai-experiments)

  
Monitoring and evaluation | 

  * [Vertex Explainable AI](/vertex-ai/docs/explainable-ai/overview)
  * [Vertex AI Model Monitoring](/vertex-ai/docs/model-monitoring/overview)
  * [Vertex AI Model Evaluation](/vertex-ai/docs/evaluation/introduction)
  * [Vertex AI TensorBoard](/vertex-ai/docs/experiments/tensorboard-introduction)

  
Data and features | 

  * [Vertex AI Datasets](/vertex-ai/docs/datasets/overview)
  * [Vertex AI Feature Store](/vertex-ai/docs/featurestore/latest/overview)

  
Orchestration | 

  * [Vertex AI Pipelines](/vertex-ai/docs/pipelines/introduction)
  * [Vertex AI Model Registry](/vertex-ai/docs/model-registry/introduction)

  
  
Except as otherwise noted, the content of this page is licensed under the [Creative Commons Attribution 4.0 License](https://creativecommons.org/licenses/by/4.0/), and code samples are licensed under the [Apache 2.0 License](https://www.apache.org/licenses/LICENSE-2.0). For details, see the [Google Developers Site Policies](https://developers.google.com/site-policies). Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2025-11-20 UTC.

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