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Updated: Sep 02, 2026
Q & A: 80 Questions and Answers
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| Topic Areas | Topic Details, Courses, Books | Weighting |
|---|---|---|
| Data Management | Manage repositories, setup Data Stores and use the data services management console, install and configure data services, set up file formats, schedule jobs, manage Security in Data Services, and use Data Services Workbench. DS10 (DATA SERVICES 4.2 SP8) | > 12% |
| Basic Data Transformation | Use Target table options, built-in functions, the platform, validation and Query transforms, create batch jobs, describe data services object hierarchy/relationsihp and operation codes. DS10 (DATA SERVICES 4.2 SP8) | > 12% |
| Recovery and Troubleshooting | Design recovery, troubleshoot/test jobs, apply error handling, explain Trace logs, and use the interactive debugger. DS10 (DATA SERVICES 4.2 SP8) | > 12% |
| Complex Design Methodology | Design the interdependancies within a workflow, use workflows to control the execution of the job, and implement Datastore configurations and System Configurations. DS10 (DATA SERVICES 4.2 SP8) | 8% - 12% |
| Change Data Capture | Compare Delta Load Methods, and implement source based Change Data Capture and target based Change Data Capture. DS10 (DATA SERVICES 4.2 SP8) | < 8% |
| Performance Optimized Design | Optimize data flow for performance and measure performance, use parallel processing, push down operations, and distribute Data Flow execution across Job Servers; configure Bulk Loaders. DS10 (DATA SERVICES 4.2 SP8) | > 12% |
| Data Integration Concepts | Descibe ETL Project Guidelines, Real-Time processing, and profile data in Data Services. ETL Project Guidelines | < 8% |
| Advanced Data Transformation | Apply data integrator transforms, audit data flows, and use scripting and embedded Data Flows. DS10 (DATA SERVICES 4.2 SP8) | 8% - 12% |
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