AWS sagemaker documentation change

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

File: sagemaker/latest/dg/ntm.md

Summary

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

Security assessment

Consistency update for documentation links. No security implications or security-related information added/modified in the content.

Diff

diff --git a/sagemaker/latest/dg/ntm.md b/sagemaker/latest/dg/ntm.md
index d336dc2ab..27346ecd6 100644
--- a//sagemaker/latest/dg/ntm.md
+++ b//sagemaker/latest/dg/ntm.md
@@ -52 +52 @@ NTM training supports both GPU and CPU instance types. We recommend GPU instance
-For a sample notebook that uses the SageMaker AI NTM algorithm to uncover topics in documents from a synthetic data source where the topic distributions are known, see the [Introduction to Basic Functionality of NTM](https://sagemaker-examples.readthedocs.io/en/latest/introduction_to_amazon_algorithms/ntm_synthetic/ntm_synthetic.html). For instructions 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). 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 samples. The topic modeling example notebooks using the NTM algorithms are located in the **Introduction to Amazon algorithms** section. To open a notebook, click on its **Use** tab and select **Create copy**.
+For a sample notebook that uses the SageMaker AI NTM algorithm to uncover topics in documents from a synthetic data source where the topic distributions are known, see the [Introduction to Basic Functionality of NTM](https://sagemaker-examples.readthedocs.io/en/latest/introduction_to_amazon_algorithms/ntm_synthetic/ntm_synthetic.html). For instructions 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). 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 samples. The topic modeling example notebooks using the NTM algorithms are located in the **Introduction to Amazon algorithms** section. To open a notebook, click on its **Use** tab and select **Create copy**.