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

Develop practical, source-aligned skills in generative-AI solution design and implementation using AWS services through structured explanations, guided implementation, security and operational review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in designing and developing event-driven serverless applications on AWS through structured explanations, guided implementation, security and operational review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in practical data-science workflows using Amazon SageMaker through structured explanations, guided implementation, security and operational review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in planning and executing secure workload migrations to AWS through structured explanations, guided implementation, security and operational review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in designing, building, testing, publishing, and operating Alexa skills through structured explanations, guided implementation, security and operational review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in building analytical solutions with Amazon Redshift through structured explanations, guided implementation, security and operational review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in building batch data-processing and analytics solutions on AWS through structured explanations, guided implementation, security and operational review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in building real-time streaming analytics pipelines on AWS through structured explanations, guided implementation, security and operational review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in SQL querying with AWS Query Editor through structured explanations, guided implementation, security and operations review, troubleshooting, and applied validation.

Develop practical, source-aligned skills in API design, security, and deployment with Amazon API Gateway through structured explanations, guided implementation, security and operations review, troubleshooting, and applied validation.

Design dimensional data models and analytics-ready structures on AWS for reliable reporting, warehousing, and business intelligence.