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Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

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Google Cloud Google Cloud Vertex AI Samples

This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.

Overview

Vertex AI is a fully-managed, unified AI development platform for building and using generative AI. This repository is designed to help you get started with Vertex AI. Whether you're new to Vertex AI or an experienced ML practitioner, you'll find valuable resources here.

For more Vertex AI Generative AI notebook samples, please visit the Vertex AI Generative AI GitHub repository.

Explore and learn

You can explore, learn, and contribute to this repository to unleash the full potential of machine learning on Vertex AI! You can follow the links in the header section of each of the notebooks to -

Colab Open and run the notebook in Colab
Colab Enterprise Open and run the notebook in Colab Enterprise
Workbench Open and run the notebook in Vertex AI Workbench
Github View the notebook on Github

Get started

To get started using Vertex AI, you must have a Google Cloud project.

Repository structure

├── notebooks
│   ├── official - Notebooks demonstrating use of each Vertex AI service
│   │   ├── automl
│   │   ├── custom
│   │   ├── ...
│   ├── community - Notebooks contributed by the community
│   │   ├── model_garden
│   │   ├── ...
├── community-content - Sample code and tutorials contributed by the community

Contributing

Contributions welcome! See the Contributing Guide.

Getting help

Please use the issues page to provide feedback or submit a bug report.

Disclaimer

This is not an officially supported Google product. The code in this repository is for demonstrative purposes only.

Feedback

Please feel free to fill out our survey to give us feedback on the repo and its content.

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Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

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