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AWS sagemaker documentation change

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

File: sagemaker/latest/dg/linear-learner.md

Summary

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

Security assessment

Formatting change to standardize capitalization in documentation links. No security-related content or vulnerabilities addressed.

Diff

diff --git a/sagemaker/latest/dg/linear-learner.md b/sagemaker/latest/dg/linear-learner.md
index 544f29271..e4c006437 100644
--- a//sagemaker/latest/dg/linear-learner.md
+++ b//sagemaker/latest/dg/linear-learner.md
@@ -80 +80 @@ The following table outlines a variety of sample notebooks that address differen
-For instructions on how to create and access Jupyter notebook instances that you can use to run the example in SageMaker AI, see [Amazon SageMaker Notebook Instances](./nbi.html). After you have created a notebook instance and opened it, choose the **SageMaker AI Examples** tab to see a list of all of the SageMaker AI samples. The topic modeling example notebooks using the linear learning algorithm are located in the **Introduction to Amazon algorithms** section. To open a notebook, choose its **Use** tab and choose **Create copy**. 
+For instructions on how to create and access Jupyter notebook instances that you can use to run the example in SageMaker AI, see [Amazon SageMaker notebook instances](./nbi.html). After you have created a notebook instance and opened it, choose the **SageMaker AI Examples** tab to see a list of all of the SageMaker AI samples. The topic modeling example notebooks using the linear learning algorithm are located in the **Introduction to Amazon algorithms** section. To open a notebook, choose its **Use** tab and choose **Create copy**.