Merge pull request #205575 from DenKenMSFT/UserStory1971500-07

Subscription key note update - Anomaly Detector, Quickstarts & Tutorials

Author: PRMerger13

articles/cognitive-services/Anomaly-Detector/includes/quickstarts/anomaly-detector-client-library-csharp-multivariate.md

@@ -92,6 +92,9 @@ string apiKey =  "YOUR_ENDPOINT";
 string datasource = "YOUR_SAMPLE_ZIP_FILE_LOCATED_IN_AZURE_BLOB_STORAGE_WITH_SAS";
 ```
 
+> [!IMPORTANT]
+> Remember to remove the key from your code when you're done, and never post it publicly. For production, use a secure way of storing and accessing your credentials like [Azure Key Vault](../../../../key-vault/general/overview.md). See the Cognitive Services [security](../../../cognitive-services-security.md) article for more information.
+
 To use the Anomaly Detector multivariate APIs, you need to first train your own models. Training data is a set of multiple time series that meet the following requirements:
 
 Each time series should be a CSV file with two (and only two) columns, "timestamp" and "value" (all in lowercase) as the header row. The "timestamp" values should conform to ISO 8601; the "value" could be integers or decimals with any number of decimal places. For example:

articles/cognitive-services/Anomaly-Detector/includes/quickstarts/anomaly-detector-client-library-csharp.md

@@ -159,6 +159,9 @@ namespace Azure.AI.AnomalyDetector.Tests.Samples
 }
 ```
 
+> [!IMPORTANT]
+> Remember to remove the key from your code when you're done, and never post it publicly. For production, use a secure way of storing and accessing your credentials like [Azure Key Vault](../../../../key-vault/general/overview.md). See the Cognitive Services [security](../../../cognitive-services-security.md) article for more information.
+
 ## Code details
 
 ### Load time series and create DetectRequest

articles/cognitive-services/Anomaly-Detector/includes/quickstarts/anomaly-detector-client-library-java-multivariate.md

@@ -108,6 +108,9 @@ String key = "YOUR_API_KEY";
 String endpoint = "YOUR_ENDPOINT";
 ```
 
+> [!IMPORTANT]
+> Remember to remove the key from your code when you're done, and never post it publicly. For production, use a secure way of storing and accessing your credentials like [Azure Key Vault](../../../../key-vault/general/overview.md). See the Cognitive Services [security](../../../cognitive-services-security.md) article for more information.
+
 To use the Anomaly Detector multivariate APIs, you need to first train your own models. Training data is a set of multiple time series that meet the following requirements:
 
 Each time series should be a CSV file with two (and only two) columns, "timestamp" and "value" (all in lowercase) as the header row. The "timestamp" values should conform to ISO 8601; the "value" could be integers or decimals with any number of decimal places. For example:

articles/cognitive-services/Anomaly-Detector/includes/quickstarts/anomaly-detector-client-library-javascript-multivariate.md

@@ -67,6 +67,9 @@ const endpoint = "YOUR_ENDPOINT";
 const data_source = "YOUR_SAMPLE_ZIP_FILE_LOCATED_IN_AZURE_BLOB_STORAGE_WITH_SAS";
 ```
 
+> [!IMPORTANT]
+> Remember to remove the key from your code when you're done, and never post it publicly. For production, use a secure way of storing and accessing your credentials like [Azure Key Vault](../../../../key-vault/general/overview.md). See the Cognitive Services [security](../../../cognitive-services-security.md) article for more information.
+
 To use the Anomaly Detector multivariate APIs, you need to first train your own models. Training data is a set of multiple time series that meet the following requirements:
 
 Each time series should be a CSV file with two (and only two) columns, "timestamp" and "value" (all in lowercase) as the header row. The "timestamp" values should conform to ISO 8601; the "value" could be integers or decimals with any number of decimal places. For example:

articles/cognitive-services/Anomaly-Detector/includes/quickstarts/anomaly-detector-client-library-python-multivariate.md

@@ -66,7 +66,8 @@ subscription_key = "ANOMALY_DETECTOR_KEY"
 anomaly_detector_endpoint = "ANOMALY_DETECTOR_ENDPOINT"
 ```
 
-
+> [!IMPORTANT]
+> Remember to remove the key from your code when you're done, and never post it publicly. For production, use a secure way of storing and accessing your credentials like [Azure Key Vault](../../../../key-vault/general/overview.md). See the Cognitive Services [security](../../../cognitive-services-security.md) article for more information.
 
 ## Code examples
 

articles/cognitive-services/Anomaly-Detector/tutorials/batch-anomaly-detection-powerbi.md

@@ -111,6 +111,9 @@ Invoke the query on your data sheet by selecting `Sheet1` below **Enter Paramete
 
 ![An image of the invoke function](../media/tutorials/invoke-function-screenshot.png)
 
+> [!IMPORTANT]
+> Remember to remove the key from your code when you're done, and never post it publicly. For production, use a secure way of storing and accessing your credentials like [Azure Key Vault](../../../key-vault/general/overview.md). See the Cognitive Services [security](../../cognitive-services-security.md) article for more information.
+
 ## Data source privacy and authentication
 
 > [!NOTE]

articles/cognitive-services/Anomaly-Detector/tutorials/learn-multivariate-anomaly-detection.md

@@ -203,6 +203,9 @@ except Exception as e:
 
 Response code `201` indicates a successful request.
 
+> [!IMPORTANT]
+> Remember to remove the key from your code when you're done, and never post it publicly. For production, use a secure way of storing and accessing your credentials like [Azure Key Vault](../../../key-vault/general/overview.md). See the Cognitive Services [security](../../cognitive-services-security.md) article for more information.
+
 [!INCLUDE [mvad-input-params](../includes/mvad-input-params.md)]
 
 ## 4. Get model status