Merge pull request #233431 from jesscioffi/main

Update release-notes.md

Author: prmerger-automator[bot]

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

@@ -21,6 +21,18 @@ 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.
 
 
+## April 4, 2023
+[Data Science Virtual Machine - Windows 2019](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-dsvm.dsvm-win-2019?tab=Overview)
+
+Version: `23.03.31`
+
+Main changes:
+
+- SDK `1.49`
+- Cuda drivers upgraded to `11.4`
+- PyTorch GPU functionality fixed on `azureml_py38` and `azureml_py28_PT_and_TF` environments
+- `Dotnet` upgraded to `6.0`
+
 ## January 10, 2023
 [Data Science VM – Ubuntu 20.04](https://azuremarketplace.microsoft.com/marketplace/apps/microsoft-dsvm.ubuntu-2004?tab=Overview)