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Floyd Stephens
Floyd Stephens
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Data quality checks were well explained. Any suggestions for tools dedicated to this?
On How to maintain and troubleshoot data processing for repeatable business outcomes
This post didn't address all aspects of SD-WAN integration with AWS. More detailed use-cases would be helpful.
On Designing for integration of a software-defined wide area network (SDWAN) with AWS (for example, Transit Gateway Connect, overlay networks)
I am a bit confused about how to integrate third-party APIs as data sources for AWS ML models. Any advice?
On Identify data sources (for example, content and location, primary sources such as user data).
How does ECS capacity provider compare to deploying services manually?
On Configuring solutions for auto scaling (for example, DynamoDB, EC2 Auto Scaling groups, RDS storage auto scaling, ECS capacity provider)
Can we use AWS Lambda for ETL operations?
On Transform data in transit (ETL, AWS Glue, Amazon EMR, AWS Batch).
Is Elastic Load Balancing (ELB) sufficient for handling high availability?
On High availability and resiliency
How can I enforce security in CloudFormation templates?
On Using CloudFormation to deploy cloud resources consistently and securely
In practice, which metrics are most commonly used for binary classification tasks?
On Evaluate metrics (area under curve [AUC]-receiver operating characteristics [ROC], accuracy, precision, recall, Root Mean Square Error [RMSE], F1 score).
How does CloudFront impact the choice of regions for content delivery?
On Selecting AWS Regions and Availability Zones based on network and latency requirements
In what scenarios would you prefer ALB health checks over Route 53?
On Health check capabilities in AWS services (for example, ALB target groups, Route 53)
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