AWS sagemaker documentation change

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

File: sagemaker/latest/dg/pca.md

Summary

Changed 'Notebook Instances' to 'notebook instances' in link text for consistency

Security assessment

Documentation style update without any security-related content changes

Diff

diff --git a/sagemaker/latest/dg/pca.md b/sagemaker/latest/dg/pca.md
index 0c68db93c..ed0f1ef30 100644
--- a//sagemaker/latest/dg/pca.md
+++ b//sagemaker/latest/dg/pca.md
@@ -55 +55 @@ PCA supports CPU and GPU instances for training and inference. Which instance ty
-For a sample notebook that shows how to use the SageMaker AI Principal Component Analysis algorithm to analyze the images of handwritten digits from zero to nine in the MNIST dataset, see [An Introduction to PCA with MNIST](https://sagemaker-examples.readthedocs.io/en/latest/introduction_to_amazon_algorithms/pca_mnist/pca_mnist.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 use the SageMaker AI Principal Component Analysis algorithm to analyze the images of handwritten digits from zero to nine in the MNIST dataset, see [An Introduction to PCA with MNIST](https://sagemaker-examples.readthedocs.io/en/latest/introduction_to_amazon_algorithms/pca_mnist/pca_mnist.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**.