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Copy file name to clipboardExpand all lines: site/sfguides/src/healthcare-ml-breast-cancer-classification/healthcare-ml-breast-cancer-classification.md
# Healthcare ML: Breast Cancer Classification with XGBoost
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Download the first notebook to your local machine:
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1. Click this link: [0_start_here.ipynb](https://github.com/sfquickstarts/blob/master/site/sfguides/src/healthcare-ml-breast-cancer-classification/notebooks/0_start_here.ipynb)
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1. Click this link: [0_start_here.ipynb](https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/healthcare-ml-breast-cancer-classification/notebooks/0_start_here.ipynb)
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2. On the GitHub page, click the **Download raw file** button (download icon in the top right)
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3. Save the `.ipynb` file to your computer
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### Run the Setup Script
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Download the [setup.sql](https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/healthcare-ml-breast-cancer-classification/scripts/setup.sql) script and run it as **ACCOUNTADMIN** in a new SQL file in **Projects** > **Workspaces**, or copy and paste the script below.
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1. Open Snowflake and navigate to **Projects** > **Workspaces**
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2. Click **Add new** > **Upload Files** to upload the notebook
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Download the second notebook to your local machine:
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1. Click this link: [1_snowflake_deployment.ipynb](https://github.com/sfquickstarts/blob/master/site/sfguides/src/healthcare-ml-breast-cancer-classification/notebooks/1_snowflake_deployment.ipynb)
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1. Click this link: [1_snowflake_deployment.ipynb](https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/healthcare-ml-breast-cancer-classification/notebooks/1_snowflake_deployment.ipynb)
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2. On the GitHub page, click the **Download raw file** button
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3. Save the `.ipynb` file to your computer
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### Run the Teardown Script
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Run the [teardown.sql](https://github.com/sfquickstarts/blob/master/site/sfguides/src/healthcare-ml-breast-cancer-classification/scripts/teardown.sql) script as **ACCOUNTADMIN** in a new SQL file in **Projects** > **Workspaces**.
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Run the [teardown.sql](https://github.com/Snowflake-Labs/sfquickstarts/blob/master/site/sfguides/src/healthcare-ml-breast-cancer-classification/scripts/teardown.sql) script as **ACCOUNTADMIN** in a new SQL file in **Projects** > **Workspaces**.
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> NOTE:
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> This will permanently delete all data and resources created during the guide, including any models registered in the Snowflake Model Registry under the `HEALTHCARE_ML` database.
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### Related Resources
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-[GitHub Repository — Complete Code and Notebooks](https://github.com/sfquickstarts/tree/master/site/sfguides/src/healthcare-ml-breast-cancer-classification)
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-[GitHub Repository — Complete Code and Notebooks](https://github.com/Snowflake-Labs/sfquickstarts/tree/master/site/sfguides/src/healthcare-ml-breast-cancer-classification)
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-[Snowflake Notebooks in Workspaces](https://docs.snowflake.com/en/user-guide/ui-snowsight/notebooks-in-workspaces/notebooks-in-workspaces-overview)
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-[Snowflake Model Registry Documentation](https://docs.snowflake.com/en/developer-guide/snowflake-ml/model-registry/overview)
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-[Snowflake ML for Python](https://docs.snowflake.com/en/developer-guide/snowpark-ml/index)
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