Merge pull request #215296 from luigiw/hancwang/cli-release-notes

Update AzureML v2 CLI release notes

Author: ShannonLeavitt

articles/machine-learning/azure-machine-learning-release-notes-cli-v2.md

@@ -24,6 +24,61 @@ In this article, learn about Azure Machine Learning CLI (v2) releases.
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+## 2022-10-10
+
+### Azure Machine Learning CLI (v2) v2.10.0
+
+- The CLI is depending on GA version of azure-ai-ml.
+- Dropped support for Python 3.6.
+- `az ml registry`
+  - New command group added to manage ML asset registries.
+- `az ml job`
+  - Added `az ml job show-services` command.
+  - Added model sweeping and hyperparameter tuning to AutoML NLP jobs.
+- `az ml schedule`
+  - Added `month_days` property in recurrence schedule.
+- `az ml compute`
+  - Added custom setup scripts support for compute instances.
+
+## 2022-09-22
+
+### Azure Machine Learning CLI (v2) v2.8.0
+
+- `az ml job`
+  - Added spark job support.
+  - Added shm_size and docker_args to job.
+- `az ml compute`
+  - Compute instance supports managed identity.
+  - Added idle shutdown time support for compute instance.
+- `az ml online-deployment`
+  - Added support for data collection for eventhub and data storage.
+  - Added syntax validation for scoring script.
+- `az ml batch-deployment`
+  - Added syntax validation for scoring script.
+
+## 2022-08-10
+
+### Azure Machine Learning CLI (v2) v2.7.0
+
+- `az ml component`
+  - Added AutoML component.
+- `az ml dataset`
+  - Deprecated command group (Use `az ml data` instead).
+
+## 2022-07-16
+
+### Azure Machine Learning CLI (v2) v2.6.0
+
+- Added MoonCake cloud support.
+- `az ml job`
+  - Allow Git repo URLs to be used as code.
+  - AutoML jobs use the same input schema as other job types.
+  - Pipeline jobs now supports registry assets.
+- `az ml component`
+  - Allow Git repo URLs to be used as code.
+- `az ml online-endpoint`
+  - MIR now supports registry assets.
+
 ## 2022-05-24
 
 ### Azure Machine Learning CLI (v2) v2.4.0