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Sagemaker pipeline multi model #3500

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merged 11 commits into from
Jul 13, 2022
Merged

Sagemaker pipeline multi model #3500

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af58ad3
Fix broken links and cleanup
Jun 9, 2022
5fc2540
Merge branch 'main' into sagemaker-pipeline-multi-model
atqy Jun 10, 2022
277e765
Add new roles and cleanup
Jun 30, 2022
d36a524
Cleanup printing of test data
Jun 30, 2022
a90d462
Remove pipeline default arguments and fixed grammar in notebook
Jul 4, 2022
1b95914
Add back xgboost evaluate test data conversion and update endpoint na…
Jul 4, 2022
72930ce
Add conda_python3 compatibility of Jupyter notebook
Jul 4, 2022
5a87ccb
Merge branch 'main' into sagemaker-pipeline-multi-model
yacatab Jul 6, 2022
a1e6917
Add test data reading in decision tree evaluation
Jul 11, 2022
45da7dc
Revert endpoint_name to old value
Jul 12, 2022
a4ea0ca
Merge branch 'main' into sagemaker-pipeline-multi-model
yacatab Jul 12, 2022
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1 change: 1 addition & 0 deletions .gitignore
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Expand Up @@ -6,3 +6,4 @@

**/_build
*.iml
tox.ini
6 changes: 4 additions & 2 deletions sagemaker-pipeline-multi-model/README.md
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Expand Up @@ -54,10 +54,12 @@ The following IAM roles are required:
- AmazonS3FullAccess
- AWSGlueServiceRole

[restate-project.ipynb](restate-project.ipynb) has been tested in a SageMaker notebook that is using a kernel with Python 3.7 installed. This SageMaker notebook is attached with an IAM role with the following managed policies:

[restate-project.ipynb](restate-project.ipynb) has been tested in a SageMaker notebook instance that is using a kernel with Python 3.7 installed. This SageMaker notebook instance is attached with an IAM role with the following managed policies:

- AmazonEC2ContainerRegistryFullAccess
- AmazonS3FullAccess
- AWSGlueServiceNotebookRole
- AWSGlueConsoleSageMakerNotebookFullAccess
- CloudWatchLogsFullAccess
- AWSCodeCommitReadOnly AWS managed - this is needed assuming you code is pulled from CodeCommit
- AmazonSageMakerFullAccess
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