Merge pull request #280053 from fbsolo-ms1/release-build-azure-ai-studio

Update azure-machine-learning-ci-image-release-notes.md, as requested . . .

Author: prmerger-automator[bot]

articles/machine-learning/azure-machine-learning-ci-image-release-notes.md

@@ -16,7 +16,7 @@ ms.topic: reference
 
 In this article, learn about Azure Machine Learning compute instance image releases. Azure Machine Learning maintains host operating system images for [Azure Machine Learning compute instance](./concept-compute-instance.md) and [Data Science Virtual Machines](./data-science-virtual-machine/release-notes.md). Due to the rapidly evolving needs and package updates, we target to release new images every month.
 
-Azure Machine Learning checks and validates any machine learning packages that may require an upgrade. Updates incorporate the latest OS-related patches from Canonical as the original Linux OS publisher. In addition to patches applied by the original publisher, Azure Machine Learning updates system packages when updates are available. For details on the patching process, see [Vulnerability Management](./concept-vulnerability-management.md).
+Azure Machine Learning checks and validates any machine learning packages that might require an upgrade. Updates incorporate the latest OS-related patches from Canonical as the original Linux OS publisher. In addition to patches applied by the original publisher, Azure Machine Learning updates system packages when updates are available. For details on the patching process, see [Vulnerability Management](./concept-vulnerability-management.md).
 
 Main updates provided with each image version are described in the below sections.
 
@@ -32,18 +32,26 @@ Major: Image Version: `24.06.10`
 SDK （azureml-core): `1.56.0`
 
 Python: `3.9`
+
 CUDA: `12.2`
-CUDnn==9.1.1
+
+CUDnn==`9.1.1`
+
 Nvidia Driver: `535.171.04`
+
 PyTorch: `1.13.1`
+
 TensorFlow: `2.15.0`
 
-autokeras==1.0.16
-keras=2.15.0
-ray==2.2.0
-docker version==24.0.9-1
+autokeras==`1.0.16`
+
+keras=`2.15.0`
+
+ray==`2.2.0`
+
+docker version==`24.0.9-1`
 
-## Feb 16, 2024
+## February 16, 2024
 Version: `24.01.30`
 
 Main changes:
@@ -76,7 +84,7 @@ Main changes:
 
 - `Azure Machine Learning SDK` to version `1.49.0`
 - `Certifi` updated to `2022.9.24`
-- `.NET` updated from `3.1` (EOL) to `6.0`
+- `.NET` updated from `3.1` (end-of-life) to `6.0`
 - `Pyspark` update to `3.3.1` (mitigating log4j 1.2.17 and common-text-1.6 vulnerabilities)
 - Default `intellisense` to Python `3.10` on the CI
 - Bug fixes and stability improvements