Data Services – Platform and Transforms – DS10

Data Services – Platform and Transforms – DS10 develops practical capability in SAP Data Services development using repositories, projects, jobs, workflows, data flows, datastores, core transforms, scripts, variables, error handling, and performance techniques.

Learners progress through Data Services Architecture, Repositories, Designer, Datastores, Projects, Jobs, and Workflows; Data Flows, Query Transform, Joins, Lookups, Validation, Case, Map Operation, and Table Comparison; Variables, Parameters, Scripts, Functions, Try-Catch, Error Tables, and Reusable Objects; Pushdown Optimization, Bulk Loading, Partitioning, Debugging, Scheduling, and Operational Handover, connecting SAP behavior with business decisions, controls, and reviewable evidence.

The learning journey follows a data engineering team building repeatable batch integrations that cleanse, transform, and load governed enterprise data and produces a practical DS10 integration job, transform, test, and operations portfolio for implementation and operational use.

What You Will Learn

• Map DS10 platform and repository foundations across SAP roles, process steps, controls, and evidence.
• Configure projects, jobs, workflows, and datastores with reliable master data and integration dependencies.
• Execute core Data Services transforms and interpret resulting documents, messages, and analytical evidence.
• Diagnose queries, lookups, validation, and comparison logic through targeted checks, traces, logs, and transaction evidence.
• Validate scripting and reusable integration logic against business rules, authorization boundaries, and acceptance criteria.
• Compare parameters, functions, and exception routing alternatives and explain operational, technical, and governance trade-offs.
• Document Data Services performance and support using reproducible settings, test results, ownership, and handover notes.
• Improve optimization, debugging, scheduling, and handover through monitoring, exception handling, measurable controls, and review cycles.

SkillDynamo Training Approach

Training combines course-specific demonstrations, hands-on SAP exercises, scenario analysis, validation checklists, troubleshooting practice, and a final improvement plan for Data Services – Platform and Transforms – DS10.