AWS sagemaker documentation change

Service: sagemaker · 2025-05-01 · Documentation low

File: sagemaker/latest/dg/k-nearest-neighbors.md

Summary

Updated link text from 'Notebook Instances' to 'notebook instances' (lowercase)

Security assessment

Change is purely cosmetic, adjusting capitalization in documentation links. No security implications or security-related content added/modified.

Diff

diff --git a/sagemaker/latest/dg/k-nearest-neighbors.md b/sagemaker/latest/dg/k-nearest-neighbors.md
index a62a6ee35..4097410a5 100644
--- a//sagemaker/latest/dg/k-nearest-neighbors.md
+++ b//sagemaker/latest/dg/k-nearest-neighbors.md
@@ -73 +73 @@ For a sample notebook that uses the SageMaker AI k-nearest neighbor algorithm to
-Use a Jupyter notebook instance to run the example in SageMaker AI. To learn how to create and open a Jupyter notebook instance in SageMaker AI, see [Amazon SageMaker Notebook Instances](./nbi.html). Once you have created a notebook instance and opened it, select the **SageMaker AI Examples** tab to see a list of all the SageMaker AI example notebooks. Find K-Nearest Neighbor notebooks in the **Introduction to Amazon algorithms** section. To open a notebook, click on its **Use** tab and select **Create copy**.
+Use a Jupyter notebook instance to run the example in SageMaker AI. To learn how to create and open a Jupyter notebook instance in SageMaker AI, see [Amazon SageMaker notebook instances](./nbi.html). Once you have created a notebook instance and opened it, select the **SageMaker AI Examples** tab to see a list of all the SageMaker AI example notebooks. Find K-Nearest Neighbor notebooks in the **Introduction to Amazon algorithms** section. To open a notebook, click on its **Use** tab and select **Create copy**.