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Microsoft DP-203 Exam
- Topic 1: Monitor and Optimize Data Storage and Data Processing/ Implement physical data storage structures
- Topic 2: Design metastores in Azure Synapse Analytics and Azure Databricks/ Transform data by using Azure Synapse Pipelines
- Topic 3: Implement different table geometries with Azure Synapse Analytics pools/ Design data encryption for data at rest and in transit
- Topic 4: Identify when partitioning is needed in Azure Data Lake Storage Gen2/ Design and develop slowly changing dimensions
- Topic 5: Design a folder structure that represents the levels of data transformation/ Optimize and troubleshoot data storage and data processing
- Topic 6: Implement file and folder structures for efficient querying and data pruning/ Design a data storage structure
- Topic 7: Deliver data in a relational star schema/ Design slowly changing dimensions
- Topic 8: Configure error handling for the transformation/ Design and Develop Data Processing
- Topic 9: Design and develop a batch processing solution/ Implement logical data structures
- Topic 10: Optimize pipelines for analytical or transactional purposes/ Transform data by using Stream Analytics
- Topic 11: Design and develop a stream processing solution/ Implement a dimensional hierarchy
Free Microsoft DP-203 Exam Actual Questions
The questions for DP-203 were last updated On Dec. 06, 2023
You are building a data flow in Azure Data Factory that upserts data into a table in an Azure Synapse Analytics dedicated SQL pool.
You need to add a transformation to the data flow. The transformation must specify logic indicating when a row from the input data must be upserted into the sink.
Which type of transformation should you add to the data flow?
You have two Azure Blob Storage accounts named account1 and account2?
You plan to create an Azure Data Factory pipeline that will use scheduled intervals to replicate newly created or modified blobs from account1 to account?
You need to recommend a solution to implement the pipeline. The solution must meet the following requirements:
* Ensure that the pipeline only copies blobs that were created of modified since the most recent replication event.
* Minimize the effort to create the pipeline.
What should you recommend?
You are deploying a lake database by using an Azure Synapse database template.
You need to add additional tables to the database. The solution must use the same grouping method as the template tables.
'Which grouping method should you use?
You have two Azure Blob Storage accounts named account1 and account2?
You plan to create an Azure Data Factory pipeline that will use scheduled intervals to replicate newly created or modified blobs from account1 to account?
You need to recommend a solution to implement the pipeline. The solution must meet the following requirements:
* Ensure that the pipeline only copies blobs that were created of modified since the most recent replication event.
* Minimize the effort to create the pipeline.
What should you recommend?
You have two Azure Blob Storage accounts named account1 and account2?
You plan to create an Azure Data Factory pipeline that will use scheduled intervals to replicate newly created or modified blobs from account1 to account?
You need to recommend a solution to implement the pipeline. The solution must meet the following requirements:
* Ensure that the pipeline only copies blobs that were created of modified since the most recent replication event.
* Minimize the effort to create the pipeline.
What should you recommend?
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