Merge pull request #118 from aws-solutions-library-samples/dzilbermanvmw-patch-2

Update README.md - fixed the link to https://docs.aws.amazon.com/cost-management/latest/userguide/budgets-create.html

Author: dzilbermanvmw

README.md

@@ -118,11 +118,11 @@ While this implementation guide provides default configurations, customers are r
 
 Customers should regularly review their AWS service usage patterns, adjust configurations as needed, and leverage AWS cost management tools to optimize their spending.
 
-We recommend creating a [budget](https://alpha-docs-aws.amazon.com/awsaccountbilling/latest/aboutv2/budgets-create.html) 
+We recommend creating a [budget](https://docs.aws.amazon.com/cost-management/latest/userguide/budgets-create.html) 
 through [AWS Cost Explorer](http://aws.amazon.com/aws-cost-management/aws-cost-explorer/) to
-help manage costs. Prices are subject to change and also depend on model provider usage patterns/volume of data. For full details, refer to the pricing webpage for each AWS service used in this guidance.
+help manage costs. Prices are subject to change and also depend on model provider usage patterns/volume of data. For full details, please refer to the pricing webpage for each AWS service used in this guidance.
 
-### Sample cost tables
+### Sample Cost tables
 
 The following tables provide a sample cost breakdown for deploying this guidance on ECS and EKS container orchestration platforms with the default parameters in the `us-east-1` (N. Virginia) region for one month. These estimates are based on the AWS Pricing Calculator outputs for the full deployments as per guidance and are subject to changes in underlying services configuration.