Fixing some typos.

@@ -11,7 +11,7 @@ You have to:
 * Create the IAM roles required by the Lambda function itself (the executing
 * Create the IAM roles required by the Lambda function itself (the executing
 role) as well as the policy required by whoever is invoking the Lambda
 role) as well as the policy required by whoever is invoking the Lambda
 function (the invocation role)
 function (the invocation role)
-* Compress the function and any dependencies and upload it to AWS Lambda
+* Zip the function and any dependencies and upload it to AWS Lambda
 * Test the function with mock data
 * Test the function with mock data
 * Retrieve the output of the function from CloudWatch Logs
 * Retrieve the output of the function from CloudWatch Logs
 * Add an event source to the function
 * Add an event source to the function
@@ -25,11 +25,11 @@ to the uploaded function and finds the related CloudWatch log stream and
 displays the log events.  Finally, it will add the event source to turn
 displays the log events.  Finally, it will add the event source to turn
 your function on.
 your function on.
 
 
-Kappa is a command line tool.  The basic command is:
+Kappa is a command line tool.  The basic command format is:
 
 
     kappa --config <path to config file> <command>
     kappa --config <path to config file> <command>
 
 
-Where commands is one of:
+Where ``command`` is one of:
 
 
 * deploy - deploy the CloudFormation template containing the IAM roles and zip the function and upload it to AWS Lambda
 * deploy - deploy the CloudFormation template containing the IAM roles and zip the function and upload it to AWS Lambda
 * test - send test data to the new Lambda function
 * test - send test data to the new Lambda function
@@ -43,7 +43,7 @@ about your Lambda function.
 An example project based on a Kinesis stream can be found in
 An example project based on a Kinesis stream can be found in
 [samples/kinesis](https://github.com/garnaat/kappa/tree/develop/samples/kinesis).
 [samples/kinesis](https://github.com/garnaat/kappa/tree/develop/samples/kinesis).
 
 
-The basic workflow would be to:
+The basic workflow is:
 
 
 * Create your Lambda function
 * Create your Lambda function
 * Create your CloudFormation template with the execution and invocation roles
 * Create your CloudFormation template with the execution and invocation roles