Freshness update for tools-included.md

Author: fbsolo-ms1

articles/machine-learning/data-science-virtual-machine/release-notes.md

@@ -7,7 +7,8 @@ ms.service: data-science-vm
 ms.custom: linux-related-content
 
 ms.author: jcioffi
-ms.date: 04/18/2023
+ms.reviewer: franksolomon
+ms.date: 05/21/2024
 ms.topic: reference
 ---
 
@@ -21,6 +22,21 @@ Azure portal users will always find the latest image available for provisioning
 
 See the [list of known issues](reference-known-issues.md) to learn about known bugs and workarounds.
 
+## May 7, 2024
+
+Version `05.04.2024`
+
+- SDK `1.55`
+- `azureml-dataset-runtime[fuse,pandas]` to version `1.55.0`  
+- `GitPython` to version `3.1.41`
+- `pyarrow` to version `14.0.2`
+
+## April 7, 2024
+
+Image version: 24.05.03
+SDK Version: 1.55.0
+Issue fixed: Office365ProPlus installation
+
 ## December 20, 2023
 [Data Science VM – Ubuntu 20.04](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-dsvm.ubuntu-2004?tab=Overview)
 
@@ -193,7 +209,6 @@ Main changes:
 
 - Base OS level image updates.
 
-
 ## August 16, 2022
 [Data Science VM – Ubuntu 20.04](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-dsvm.ubuntu-2004?tab=Overview)
 
@@ -302,7 +317,6 @@ Main changes:
   - `py38_default`: default system environment based on `Python 3.8`
   - We have removed `azureml_py36_tensorflow`, `azureml_py36_pytorch`, `py38_tensorflow` and `py38_pytorch` environments.
 
-
 ## March 18, 2022
 [Data Science Virtual Machine - Windows 2019](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-dsvm.dsvm-win-2019?tab=Overview)
 
@@ -319,9 +333,6 @@ Main changes:
   - `py38_default`: default system environment based on Python 3.8
   - we removed `azureml_py36_tensorflow`, `azureml_py36_pytorch`, `py38_tensorflow` and `py38_pytorch` environments.
 
-
-
-
 ## March 9, 2022
 
 [Data Science Virtual Machine - Windows 2019](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-dsvm.dsvm-win-2019?tab=Overview)
@@ -346,9 +357,6 @@ Main changes:
 - Windows Security update
 - Improvement of stability and minor bug fixes
 
-
-
-
 ## November 4, 2021
 
 New image for [Ubuntu 18.04](https://azuremarketplace.microsoft.com/marketplace/apps/tidalmediainc.ubuntu-18-04?tab=Overview).
@@ -385,7 +393,6 @@ Main changes:
     * Changed scikit-learn to version 1.0.1
     * Changed tensorflow-gpu to version 2.6.2
 
-
 ## October 7, 2021
 
 New image for [Ubuntu 18.04](https://azuremarketplace.microsoft.com/marketplace/apps/tidalmediainc.ubuntu-18-04?tab=Overview).
@@ -403,7 +410,6 @@ Main changes:
  - Fixed Azure Storage Explorer stability
  - Improvement of stability and minor bug fixes
 
-
 ## August 11, 2021
 
 New image for [Windows Server 2019](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-dsvm.dsvm-win-2019?tab=Overview).
@@ -418,8 +424,6 @@ Main changes:
 - Added MLFLow for experiment tracking
 - Improvement of stability and minor bug fixes
 
-
-
 ## July 12, 2021
 
 New image for [Ubuntu 18.04](https://azuremarketplace.microsoft.com/marketplace/apps/tidalmediainc.ubuntu-18-04?tab=Overview).
@@ -432,7 +436,6 @@ Main changes:
 - Update VS Code version 1.58.1
 - Improvement of stability and minor bug fixes
 
-
 ## June 22, 2021
 
 New image for [Windows Server 2019](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-dsvm.dsvm-win-2019?tab=Overview).
@@ -444,7 +447,6 @@ Main changes:
 - Updated to PyTorch 1.9.0
 - Fixed a bug where git wasn't available
 
-
 ## June 1, 2021
 
 New image for [Ubuntu 18.04](https://azuremarketplace.microsoft.com/marketplace/apps/tidalmediainc.ubuntu-18-04?tab=Overview).
@@ -460,7 +462,6 @@ Main changes are:
 - Updated PyCharm Community to 2021.1
 - Updated TensorFlow to version 2.5.0
 
-<br/>
 Removed several icons from desktop.
 
 ## May 22, 2021
@@ -491,10 +492,8 @@ Selected version updates are:
 - Azure Data Studio 1.28.0
 - Microsoft Edge browser
 
-<br/>
 Removed Firefox, Apache Drill and Microsoft Integration Runtime.
 
-<br/>
 Dark mode, changed icons on desktop, wallpaper background change.
 
 ## May 12, 2021
@@ -518,7 +517,6 @@ Selected version updates are:
 - azcopy 10.10
 - Microsoft Edge browser (beta)
 
-<br/>
 Added docker. To save resources, the docker service isn't started by default. To start the docker service, run the
 following command-line commands:
 
@@ -538,7 +536,6 @@ sudo systemctl start docker
 > *local_dir* available in the container under *container_dir*.
 >
 
-
 ## February 24, 2020
 
 Data Science Virtual Machine images for [Ubuntu 18.04](https://azuremarketplace.microsoft.com/marketplace/apps/tidalmediainc.ubuntu-18-04?tab=Overview) and [Windows 2019](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-dsvm.dsvm-win-2019?tab=Overview) images are now available.