Minor language & formatting updates

DenKenMSFT · DenKenMSFT · commit 07fa7d4eebce · 2022-08-29T13:02:39.000-07:00
diff --git a/articles/cognitive-services/openai/how-to/fine-tuning.md b/articles/cognitive-services/openai/how-to/fine-tuning.md
@@ -23,7 +23,7 @@ The Azure OpenAI Service lets you tailor our models to your personal datasets us
 ## Prerequisites
 
 - An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
-- Access granted to the service in the desired Azure subscription
+- Access granted to the Azure OpenAI service in the desired Azure subscription
     Currently, access to this service is granted only by invitation. You can request access to the Azure OpenAI service by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
 - The following Python libraries: os, requests, json
 - An Azure OpenAI Service resource with a model deployed. If you don't have a resource/model the process is documented in our [resource deployment guide](../how-to/create-resource.md)
diff --git a/articles/cognitive-services/openai/how-to/integrate-synapseml.md b/articles/cognitive-services/openai/how-to/integrate-synapseml.md
@@ -19,7 +19,10 @@ The Azure OpenAI service can be used to solve a large number of natural language
 
 ## Prerequisites
 
-- An Azure OpenAI resource – request access [here](https://customervoice.microsoft.com/Pages/ResponsePage.aspx?id=v4j5cvGGr0GRqy180BHbR7en2Ais5pxKtso_Pz4b1_xUOFA5Qk1UWDRBMjg0WFhPMkIzTzhKQ1dWNyQlQCN0PWcu) before [creating a resource](create-resource.md?pivots=web-portal#create-a-resource)
+- An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
+- Access granted to the Azure OpenAI service in the desired Azure subscription
+    Currently, access to this service is granted only by invitation. You can request access to the Azure OpenAI service by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
+- An Azure OpenAI resource – [create a resource](create-resource.md?pivots=web-portal#create-a-resource)
 - An Apache Spark cluster with SynapseML installed - create a serverless Apache Spark pool [here](../../../synapse-analytics/get-started-analyze-spark.md#create-a-serverless-apache-spark-pool)
 
 We recommend [creating a Synapse workspace](../../../synapse-analytics/get-started-create-workspace.md), but an Azure Databricks, HDInsight, or Spark on Kubernetes, or even a Python environment with the `pyspark` package, will also work.
diff --git a/articles/cognitive-services/openai/how-to/managed-identity.md b/articles/cognitive-services/openai/how-to/managed-identity.md
@@ -21,7 +21,7 @@ In the following sections, you'll use  the Azure CLI to assign roles, and obtain
 ## Prerequisites
 
 - An Azure subscription
-- Access granted to the service in the desired Azure subscription
+- Access granted to the Azure OpenAI service in the desired Azure subscription
     Currently, access to this service is granted only by invitation. You can request access to the Azure OpenAI service by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
 - Azure CLI. [Installation Guide](/cli/azure/install-azure-cli)
 - The following Python libraries: os, requests, json
diff --git a/articles/cognitive-services/openai/includes/create-resource-cli.md b/articles/cognitive-services/openai/includes/create-resource-cli.md
@@ -15,7 +15,7 @@ keywords:
 ## Prerequisites
 
 - An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
-- Access granted to the service in the desired Azure subscription
+- Access granted to the Azure OpenAI service in the desired Azure subscription
     Currently, access to this service is granted only by invitation. You can request access to the Azure OpenAI service by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
 - Azure CLI. [Installation guide](/cli/azure/install-azure-cli)
 
diff --git a/articles/cognitive-services/openai/includes/create-resource-portal.md b/articles/cognitive-services/openai/includes/create-resource-portal.md
@@ -14,7 +14,7 @@ keywords:
 ## Prerequisites
 
 - An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
-- Access granted to the service in the desired Azure subscription
+- Access granted to the Azure OpenAI service in the desired Azure subscription
     Currently, access to this service is granted only by invitation. You can request access to the Azure OpenAI service by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
 
 ## Create a resource
diff --git a/articles/cognitive-services/openai/includes/python.md b/articles/cognitive-services/openai/includes/python.md
@@ -16,7 +16,7 @@ keywords:
 ## Prerequisites
 
 - An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>
-- Access granted to the service in the desired Azure subscription
+- Access granted to the Azure OpenAI service in the desired Azure subscription
     Currently, access to this service is granted only by invitation. You can request access to the Azure OpenAI service by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
 - <a href="https://www.python.org/" target="_blank">Python 3.7.1 or later version</a>
 - The following Python libraries: os, requests, json
diff --git a/articles/cognitive-services/openai/includes/rest.md b/articles/cognitive-services/openai/includes/rest.md
@@ -14,7 +14,7 @@ keywords:
 ## Prerequisites
 
 - An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>
-- Access granted to the service in the desired Azure subscription
+- Access granted to the Azure OpenAI service in the desired Azure subscription
     Currently, access to this service is granted only by invitation. You can request access to the Azure OpenAI service by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
 - <a href="https://www.python.org/" target="_blank">Python 3.7.1 or later version</a>
 - The following Python libraries: os, requests, json
diff --git a/articles/cognitive-services/openai/includes/studio.md b/articles/cognitive-services/openai/includes/studio.md
@@ -14,7 +14,7 @@ keywords:
 ## Prerequisites
 
 - An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>
-- Access granted to the service in the desired Azure subscription
+- Access granted to the Azure OpenAI service in the desired Azure subscription
     Currently, access to this service is granted only by invitation. You can request access to the Azure OpenAI service by completing the form at <a href="https://aka.ms/oai/access" target="_blank">https://aka.ms/oai/access</a>. Open an issue on this repo to contact us if you have an issue.
 - An Azure OpenAI Service resource with a model deployed. If you don't have a resource/model, the process is documented in our [resource deployment guide](../how-to/create-resource.md)
 
