Study Duration: 4-6 weeks. This is the most code-heavy AWS cert. Practice with AWS SDK, CLI, Lambda, API Gateway, DynamoDB, and CI/CD tools (CodePipeline/CodeBuild/CodeDeploy).
High-Yield Topics: DynamoDB (partition keys, GSI/LSI, streams, DAX), Lambda (concurrency, layers, destinations, DLQ), API Gateway (stages, caching, throttling), Cognito, X-Ray, Elastic Beanstalk deployment policies.
Pro Tip: Know DynamoDB inside-out — capacity modes, query vs scan, GSI vs LSI, conditional writes, and TTL. Expect 8-12 DynamoDB questions. Also master Lambda environment variables, versioning/aliases, and error handling.