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AWS neptune documentation change

Service: neptune · 2025-11-19 · Documentation low

File: neptune/latest/userguide/machine-learning-setup.md

Summary

Adjusted references to CloudFormation template by removing 'AWS' prefix for consistency

Security assessment

Updates are purely terminological, aligning CloudFormation references across documentation. No changes to security practices, IAM role configurations, or vulnerability mitigations are present.

Diff

diff --git a/neptune/latest/userguide/machine-learning-setup.md b/neptune/latest/userguide/machine-learning-setup.md
index 1dfc0a537..cfc5edd7b 100644
--- a//neptune/latest/userguide/machine-learning-setup.md
+++ b//neptune/latest/userguide/machine-learning-setup.md
@@ -7 +7 @@
-The easiest way to get started with Neptune ML is to [use the AWS CloudFormation quick-start template](./machine-learning-quick-start.html). This template installs all necessary components, including a new Neptune DB cluster, all the necessary IAM roles, and a new Neptune graph-notebook to make working with Neptune ML easier.
+The easiest way to get started with Neptune ML is to [use the CloudFormation quick-start template](./machine-learning-quick-start.html). This template installs all necessary components, including a new Neptune DB cluster, all the necessary IAM roles, and a new Neptune graph-notebook to make working with Neptune ML easier.
@@ -9 +9 @@ The easiest way to get started with Neptune ML is to [use the AWS CloudFormation
-You can also install Neptune ML manually, as explained in [Setting up Neptune ML without using the quick-start AWS CloudFormation template](./machine-learning-manual-setup.html).
+You can also install Neptune ML manually, as explained in [Setting up Neptune ML without using the quick-start CloudFormation template](./machine-learning-manual-setup.html).
@@ -19 +19 @@ Neptune machine learning
-Setup using AWS CloudFormation
+Setup using CloudFormation