A live record of certifications, courses, training, and awards — pulled directly from the source of truth.

Survey of AWS services and tools for compute cost optimization, including Compute Optimizer, Cost Explorer rightsizing, Savings Plans, Spot Instances, and Auto Scaling strategies.

Practical guidance for rightsizing Amazon EC2 workloads using Compute Optimizer, CloudWatch metrics, and Cost Explorer. Covers selecting instance families and sizes that match real utilization patterns to reduce cost.

Architectural patterns for building cost-effective retrieval-augmented generation applications using Amazon Bedrock Knowledge Bases backed by Amazon S3 Vectors. Covers ingestion design, chunking strategies, and cost-versus-latency tradeoffs.

Overview of AWS Billing and Cost Management, including bills and invoices, the Cost Explorer, Budgets, Cost and Usage Reports, and consolidated billing across AWS Organizations.
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