Develop practical, source-aligned skills in converting data into business decisions through analytics and machine learning on AWS through structured explanations, guided implementation, security and operational review, troubleshooting, and applied.

Practice AWS security engineering through guided learning and AWS JAM challenges covering prevention, detection, investigation, and response.

Develop practical, source-aligned skills in challenge-based AWS application development through structured explanations, guided implementation, security and operations review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in AWS DevOps engineering with challenge-based JAM activities through structured explanations, guided implementation, security and operations review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in advanced AWS architecture with challenge-based JAM scenarios through structured explanations, guided implementation, security and operations review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in business intelligence and dashboards with Amazon QuickSight through structured explanations, guided implementation, security and operations review, troubleshooting, and applied validation.

Use AWS Glue for serverless data integration, cataloging, crawling, ETL development, orchestration, and monitoring.

Develop practical, source-aligned skills in infrastructure as code with AWS CDK through structured explanations, guided implementation, security and operations review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in secure and high-performance RDS for MySQL on AWS through structured explanations, guided implementation, security and operations review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in AWS architecture and DevOps delivery through structured explanations, guided implementation, security and operations review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in modern web and mobile application development with AWS Amplify through structured explanations, guided implementation, security and operations review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in video-streaming concepts and delivery workflows using AWS media services through structured explanations, guided implementation, security and operational review, troubleshooting, and applied validation.