diff --git a/specification/machinelearningcompute/resource-manager/Microsoft.MachineLearningCompute/preview/2017-06-01-preview/machineLearningCompute.json b/specification/machinelearningcompute/resource-manager/Microsoft.MachineLearningCompute/preview/2017-06-01-preview/machineLearningCompute.json
index f86fc8ca5fcb..70aab7bc8d8c 100644
--- a/specification/machinelearningcompute/resource-manager/Microsoft.MachineLearningCompute/preview/2017-06-01-preview/machineLearningCompute.json
+++ b/specification/machinelearningcompute/resource-manager/Microsoft.MachineLearningCompute/preview/2017-06-01-preview/machineLearningCompute.json
@@ -328,7 +328,7 @@
         ],
         "operationId": "OperationalizationClusters_UpdateSystem",
         "x-ms-examples": {
-          "Update System Services in an Operationalizaton Cluster": {
+          "Update System Services in an Operationalization Cluster": {
             "$ref": "examples/OperationalizationClusters_UpdateSystem.json"
           }
         },
@@ -759,7 +759,7 @@
           "x-ms-enum": {
             "name": "AgentVMSizeTypes",
             "modelAsString": true
-          }          
+          }
         }
       }
     },
@@ -826,7 +826,7 @@
       "properties": {
         "etag": {
           "type": "string",
-          "description": "The configuartion ETag for updates."
+          "description": "The configuration ETag for updates."
         },
         "ssl": {
           "description": "The SSL configuration properties",
diff --git a/specification/machinelearningcompute/resource-manager/Microsoft.MachineLearningCompute/preview/2017-08-01-preview/machineLearningCompute.json b/specification/machinelearningcompute/resource-manager/Microsoft.MachineLearningCompute/preview/2017-08-01-preview/machineLearningCompute.json
index 71603d77668e..86b1a70c4317 100644
--- a/specification/machinelearningcompute/resource-manager/Microsoft.MachineLearningCompute/preview/2017-08-01-preview/machineLearningCompute.json
+++ b/specification/machinelearningcompute/resource-manager/Microsoft.MachineLearningCompute/preview/2017-08-01-preview/machineLearningCompute.json
@@ -303,7 +303,7 @@
         ],
         "operationId": "OperationalizationClusters_UpdateSystemServices",
         "x-ms-examples": {
-          "Update System Services in an Operationalizaton Cluster": {
+          "Update System Services in an Operationalization Cluster": {
             "$ref": "examples/OperationalizationClusters_UpdateSystemServices.json"
           }
         },
@@ -705,7 +705,7 @@
           "description": "The number of master nodes in the container service.",
           "minimum": 1,
           "maximum": 5,
-          "default": 1        
+          "default": 1
         },
         "agentCount": {
           "type": "integer",
@@ -854,7 +854,7 @@
       "properties": {
         "etag": {
           "type": "string",
-          "description": "The configuartion ETag for updates."
+          "description": "The configuration ETag for updates."
         },
         "ssl": {
           "description": "The SSL configuration properties",