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ml.school's Introduction

Machine Learning School

This repository contains the source code of the Machine Learning School program.

If you find any problems with the code or have any ideas on improving it, please open an issue and share your recommendations.

Running the code

Before running the project, follow the setup instructions that are part of the program's materials. After that, you can test the notebook by running the following command:

$ nbdev_test --path program/cohort.ipynb

This will execute the notebook and make sure everything runs.

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ml.school's Issues

Policy JSON generates PassRole With Star in Resource warning

For the policy JSON given under the Sagemaker instructions in the setup, the AWS console generates the an error with respect to the following section from lines 24-36:

		{
			"Sid": "IAM1",
			"Effect": "Allow",
			"Action": [
				"iam:CreateRole",
				"iam:DeleteRole",
				"iam:PassRole",
				"iam:AttachRolePolicy",
				"iam:DetachRolePolicy",
				"iam:CreatePolicy"
			],
			"Resource": "*"
		},

The error reads:
PassRole With Star In Resource: Using the iam:PassRole action with wildcards (*) in the resource can be overly permissive because it allows iam:PassRole permissions on multiple resources. We recommend that you specify resource ARNs or add the iam:PassedToService condition key to your statement.

I found this to be confusing, even though I ignored the warning and continued. Is it necessary to specify a wildcard for resource in this section? If so, does adding the iam:PassedToService condition key solve the problem? To be honest, I'm not sure what that means or how to do it right now.

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