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# ![Google Cloud](https://avatars.githubusercontent.com/u/2810941?s=60&v=4) Google Cloud Vertex AI Samples
**Welcome to the Google Cloud Vertex AI Sample Repository!**
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
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For more Vertex AI Generative AI notebook samples, please visit the Vertex AI [Generative AI](https://github.com/GoogleCloudPlatform/generative-ai) GitHub repository.
## Usage
## 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 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 -
![Github](https://cloud.google.com/ml-engine/images/github-logo-32px.png) You can view the notebooks on Github.\
![Colab](https://cloud.google.com/ml-engine/images/colab-logo-32px.png) You can open and run the notebooks in [Colab](https://colab.google/).\
![Colab Enterprise](https://cloud.google.com/ml-engine/images/colab-enterprise-logo-32px.png) You can open and run the notebooks in [Colab Enterprise](https://cloud.google.com/colab/docs/introduction).\
![Workbench](https://lh3.googleusercontent.com/UiNooY4LUgW_oTvpsNhPpQzsstV5W8F7rYgxgGBD85cWJoLmrOzhVs_ksK_vgx40SHs7jCqkTkCk=e14-rj-sc0xffffff-h130-w32) You can open and run the notebooks in [Vertex AI Workbench](https://cloud.google.com/vertex-ai/docs/workbench/introduction).
![Colab](https://cloud.google.com/ml-engine/images/colab-logo-32px.png) Open and run the notebook in [Colab](https://colab.google/)\
![Colab Enterprise](https://cloud.google.com/ml-engine/images/colab-enterprise-logo-32px.png) Open and run the notebook in [Colab Enterprise](https://cloud.google.com/colab/docs/introduction)\
![Workbench](https://lh3.googleusercontent.com/UiNooY4LUgW_oTvpsNhPpQzsstV5W8F7rYgxgGBD85cWJoLmrOzhVs_ksK_vgx40SHs7jCqkTkCk=e14-rj-sc0xffffff-h130-w32) Open and run the notebook in [Vertex AI Workbench](https://cloud.google.com/vertex-ai/docs/workbench/introduction)\
![Github](https://cloud.google.com/ml-engine/images/github-logo-32px.png) View the notebook on Github
## Get started
To get started using Vertex AI, you must have a Google Cloud project.
- If you don't have a Google Cloud project, you can learn and build on GCP for free using [Free Trail](https://cloud.google.com/free).
- Once you have a Google Cloud project, you can learn more about [setting up a project and a development environment](https://cloud.google.com/vertex-ai/docs/start/cloud-environment).
## Repository structure
```bash
├── community-content - Sample code and tutorials contributed by the community
├── notebooks
│ ├── community - Notebooks contributed by the community
│ ├── 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
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## Feedback
Please feel free to fill out our [survey](https://bit.ly/vertex-ai-samples-survey) to give us feedback on the repo and its content.
## References
- [Vertex AI Jupyter Notebook tutorials](https://cloud.google.com/vertex-ai/docs/tutorials/jupyter-notebooks)