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Topic 3. Designing for Data Security & Compliance (25-30%)

• Designing security for data standards and policies: this entails the ability to perform such tasks as to design data encryption for data in transit and at rest; design for data masking and data auditing; design for data categorization and data privacy; design a Data Retention Policy; plan an archiving methodology; plan to purge data in accordance with the business needs.
• Designing security for source data access: the skills measured within this subsection include planning for secure endpoints (public/private); choosing the proper authentication technique, such as shared access signatures (SAS), access keys, and Azure Active Directory (Azure AD).

Reference: https://www.microsoft.com/en-us/learning/exam-dp-201.aspx

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Topic 2. Designing Data Processing Solutions (25-30%)

• Designing batch processing solutions: here the examinees must show proficiency in designing batch processing solutions that utilize Data Factory and Azure Databricks; defining the optimal data ingestion technique for a batch processing solution; defining where processing is to take place, including at the destination, in transit, or at the source.
• Designing real-time processing solutions: the subtheme requires that the test takers have skills in designing for real-time processing with the help of Azure Databricks & Stream Analytics as well as designing and provisioning compute resources.

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