AWS sagemaker documentation change

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

File: sagemaker/latest/dg/fact-machines.md

Summary

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

Security assessment

The change is a minor text formatting adjustment (capitalization) in documentation links with no security implications.

Diff

diff --git a/sagemaker/latest/dg/fact-machines.md b/sagemaker/latest/dg/fact-machines.md
index 4615c7524..0e699a970 100644
--- a//sagemaker/latest/dg/fact-machines.md
+++ b//sagemaker/latest/dg/fact-machines.md
@@ -57 +57 @@ The Amazon SageMaker AI Factorization Machines algorithm is highly scalable and
-For a sample notebook that uses the SageMaker AI Factorization Machines algorithm to analyze the images of handwritten digits from zero to nine in the MNIST dataset, see [An Introduction to Factorization Machines with MNIST](https://sagemaker-examples.readthedocs.io/en/latest/introduction_to_amazon_algorithms/factorization_machines_mnist/factorization_machines_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. Example notebooks that use Factorization Machines algorithm 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 Factorization Machines algorithm to analyze the images of handwritten digits from zero to nine in the MNIST dataset, see [An Introduction to Factorization Machines with MNIST](https://sagemaker-examples.readthedocs.io/en/latest/introduction_to_amazon_algorithms/factorization_machines_mnist/factorization_machines_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. Example notebooks that use Factorization Machines algorithm are located in the **Introduction to Amazon algorithms** section. To open a notebook, click on its **Use** tab and select **Create copy**.