Microsoft DP-201 exam is a two-part exam, consisting of two exams: DP-200 (Implementing an Azure Data Solution) and DP-201 (Designing an Azure Data Solution). DP-200 focuses on implementing Azure data solutions, while DP-201 focuses on designing Azure data solutions. Passing both exams is required to earn the Microsoft Certified: Azure Data Engineer Associate certification. DP-201J exam is available in English, Japanese, Simplified Chinese, and Korean languages.

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

• 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.
• 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.

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

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