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AWS sagemaker documentation change

Service: sagemaker · 2025-11-22 · Documentation low

File: sagemaker/latest/dg/jumpstart-deploy.md

Summary

Fixed broken links to SageMaker roles, VPC, and KMS documentation by adding double slashes in URLs

Security assessment

Changes are limited to URL formatting corrections. While KMS encryption is mentioned, the documentation about it isn't new or modified beyond the URL fix. No security vulnerabilities or new security features are introduced.

Diff

diff --git a/sagemaker/latest/dg/jumpstart-deploy.md b/sagemaker/latest/dg/jumpstart-deploy.md
index 27f40a0bb..a7ff7b6d2 100644
--- a//sagemaker/latest/dg/jumpstart-deploy.md
+++ b//sagemaker/latest/dg/jumpstart-deploy.md
@@ -47 +47 @@ The role that you pass must have access to the resources that the model needs, a
-  * For training jobs: [CreateTrainingJob API: Execution Role Permissions](https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html#sagemaker-roles-createtrainingjob-perms).
+  * For training jobs: [CreateTrainingJob API: Execution Role Permissions](https://docs.aws.amazon.com//sagemaker/latest/dg/sagemaker-roles.html#sagemaker-roles-createtrainingjob-perms).
@@ -49 +49 @@ The role that you pass must have access to the resources that the model needs, a
-  * For hosting jobs: [CreateModel API: Execution Role Permissions](https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html#sagemaker-roles-createmodel-perms).
+  * For hosting jobs: [CreateModel API: Execution Role Permissions](https://docs.aws.amazon.com//sagemaker/latest/dg/sagemaker-roles.html#sagemaker-roles-createmodel-perms).
@@ -138 +138 @@ If you do not select an Amazon VPC, no Amazon VPC is used.
-If you select this option, you must select an existing Amazon VPC from the dropdown list. After you select an Amazon VPC, you must select a subnet and security group for your Amazon VPC. For more information about subnets and security groups, see [Overview of VPCs and subnets](https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Subnets.html).
+If you select this option, you must select an existing Amazon VPC from the dropdown list. After you select an Amazon VPC, you must select a subnet and security group for your Amazon VPC. For more information about subnets and security groups, see [Overview of VPCs and subnets](https://docs.aws.amazon.com//vpc/latest/userguide/VPC_Subnets.html).
@@ -150 +150 @@ If you select this option, you must manually select the subnet and security grou
-You can select an AWS KMS key that is passed as part of training jobs and hosting jobs. SageMaker AI uses this key to encrypt the Amazon EBS volume for the container, and the repackaged model in Amazon S3 for hosting jobs and the output for training jobs. For more information about AWS KMS keys, see [AWS KMS keys](https://docs.aws.amazon.com/kms/latest/developerguide/concepts.html#kms_keys).
+You can select an AWS KMS key that is passed as part of training jobs and hosting jobs. SageMaker AI uses this key to encrypt the Amazon EBS volume for the container, and the repackaged model in Amazon S3 for hosting jobs and the output for training jobs. For more information about AWS KMS keys, see [AWS KMS keys](https://docs.aws.amazon.com//kms/latest/developerguide/concepts.html#kms_keys).