typo: paramters -> parameters

Author: nschonni

articles/batch-ai/use-azure-storage.md

@@ -94,7 +94,7 @@ If your training script requires knowledge of a path, you should pass it as a co
 
 ### Abbreviate input paths
 
-To abbreviate input paths as an environment variable, use the `inputDirectories` property of your `job.json` file (or `models.JobCreateParamters.input_directories` if using the Batch AI SDK). The schema of `inputDirectories` is:
+To abbreviate input paths as an environment variable, use the `inputDirectories` property of your `job.json` file (or `models.JobCreateParameters.input_directories` if using the Batch AI SDK). The schema of `inputDirectories` is:
 
 ```json
 {
@@ -111,7 +111,7 @@ For more information, see [here](https://github.com/Azure/BatchAI/blob/master/do
 
 ### Abbreviate output paths
 
-To abbreviate output paths as an environment variable, use the `outputDirectories` property of your `job.json` file (or `models.JobCreateParamters.output_directories` if using the Batch AI SDK). Using this method can simplify the paths for output files. The schema of `outputDirectories` is:
+To abbreviate output paths as an environment variable, use the `outputDirectories` property of your `job.json` file (or `models.JobCreateParameters.output_directories` if using the Batch AI SDK). Using this method can simplify the paths for output files. The schema of `outputDirectories` is:
 
 ```json
 {

articles/machine-learning/desktop-workbench/how-to-build-deploy-image-classification-models.md

@@ -547,12 +547,12 @@ print("Image source:",image_path_or_url)
 serialized_result_in_json = deploy_obj.score_image(image_path_or_url)
 print("serialized_result_in_json:", serialized_result_in_json)
 
-# Score image url with added paramters. Add softmax to score.
-print("Score image url with added paramters. Add softmax to score")
-from cvtk.utils.constants import ClassificationRESTApiParamters
+# Score image url with added parameters. Add softmax to score.
+print("Score image url with added parameters. Add softmax to score")
+from cvtk.utils.constants import ClassificationRESTApiParameters
 image_path_or_url = "https://cvtkdata.blob.core.windows.net/publicimages/microsoft_logo.jpg"
 print("Image source:",image_path_or_url)
-serialized_result_in_json = deploy_obj.score_image(image_path_or_url, image_resize_dims=[224,224], parameters={ClassificationRESTApiParamters.ADD_SOFTMAX:True})
+serialized_result_in_json = deploy_obj.score_image(image_path_or_url, image_resize_dims=[224,224], parameters={ClassificationRESTApiParameters.ADD_SOFTMAX:True})
 print("serialized_result_in_json:", serialized_result_in_json)
 ```
 
@@ -605,7 +605,7 @@ def score_image_list_with_http(images, service_endpoint_url, service_key=None, p
         images(list): list of (input image file path, base64 image string, url or buffer)
         service_endpoint_url(str): endpoint url
         service_key(str): service key, None for local deployment.
-        parameters(dict): service additional paramters in dictionary
+        parameters(dict): service additional parameters in dictionary
 
 
     Returns:

articles/machine-learning/desktop-workbench/how-to-build-deploy-object-detection-models.md

@@ -530,7 +530,7 @@ def score_image_with_http(image, service_endpoint_url, service_key=None, paramet
         image (str): Image file path
         service_endpoint_url(str): web service endpoint url
         service_key(str): Service key. None for local deployment.
-        parameters (dict): Additional request paramters in dictionary. Default is {}.
+        parameters (dict): Additional request parameters in dictionary. Default is {}.
 
 
     Returns:

articles/service-fabric/service-fabric-cluster-security-update-certs-azure.md

@@ -1,4 +1,4 @@
----
+---
 title: Manage certificates in an Azure Service Fabric cluster | Microsoft Docs
 description: Describes how to add new certificates, rollover certificate, and remove certificate to or from a Service Fabric cluster.
 services: service-fabric
@@ -171,7 +171,7 @@ For ease of following along, sample 5-VM-1-NodeTypes-Secure_Step2.JSON contains
 > 
 
 ### Edit your template file to reflect the new parameters you added above
-If you are using the sample from the [git-repo](https://github.com/ChackDan/Service-Fabric/tree/master/ARM%20Templates/Cert%20Rollover%20Sample) to follow along, you can start to make changes in The sample 5-VM-1-NodeTypes-Secure.paramters_Step2.JSON 
+If you are using the sample from the [git-repo](https://github.com/ChackDan/Service-Fabric/tree/master/ARM%20Templates/Cert%20Rollover%20Sample) to follow along, you can start to make changes in The sample 5-VM-1-NodeTypes-Secure.parameters_Step2.JSON 
 
 Edit your Resource Manager Template parameter File, add the two new parameters for secCertificateThumbprint and secCertificateUrlValue.