AWS sagemaker documentation change

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

File: sagemaker/latest/dg/lda.md

Summary

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

Security assessment

Minor capitalization change in documentation reference. No evidence of security context or security feature documentation added.

Diff

diff --git a/sagemaker/latest/dg/lda.md b/sagemaker/latest/dg/lda.md
index 41f131998..447f3f2d7 100644
--- a//sagemaker/latest/dg/lda.md
+++ b//sagemaker/latest/dg/lda.md
@@ -78 +78 @@ LDA currently only supports single-instance CPU training. CPU instances are reco
-For a sample notebook that shows how to train the SageMaker AI Latent Dirichlet Allocation algorithm on a dataset and then how to deploy the trained model to perform inferences about the topic mixtures in input documents, see the [An Introduction to SageMaker AI LDA](https://sagemaker-examples.readthedocs.io/en/latest/introduction_to_amazon_algorithms/lda_topic_modeling/LDA-Introduction.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 shows how to train the SageMaker AI Latent Dirichlet Allocation algorithm on a dataset and then how to deploy the trained model to perform inferences about the topic mixtures in input documents, see the [An Introduction to SageMaker AI LDA](https://sagemaker-examples.readthedocs.io/en/latest/introduction_to_amazon_algorithms/lda_topic_modeling/LDA-Introduction.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**.