Databricks-Certified-Data-Engineer-Associate考題寶典，Databricks-Certified-Data-Engineer-Associate題庫分享

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Databricks Databricks-Certified-Data-Engineer-Associate Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Delta Lake Fundamentals20-25%- Understand ACID transactions and time travel
- Write to and read from Delta tables
- Create and manage Delta tables
- Explain Delta Lake features and benefits
Topic 2: Python for Data Engineering10-15%- Implement user-defined functions (UDFs)
- Use PySpark for data processing
- Work with Spark APIs in Python
Topic 3: Lakehouse Platform Concepts10-15%- Explain data governance and security concepts
- Understand the Lakehouse architecture and its benefits
- Describe key Databricks Lakehouse platform components
Topic 4: Data Pipeline Architecture15-20%- Understand ELT vs ETL patterns
- Monitor and optimize pipeline performance
- Design data pipelines for batch and streaming
- Implement incremental data processing
Topic 5: Apache Spark Data Processing Fundamentals20-25%- Apply transformations and actions on DataFrames
- Use Spark SQL for data processing
- Create and use Spark DataFrames
- Work with structured data types (arrays, maps, structs)
Topic 6: Spark SQL and DataFrames15-20%- Join and union DataFrames
- Handle null values and data quality
- Aggregate and group data
- Write and execute Spark SQL queries

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最新的 Databricks Certification Databricks-Certified-Data-Engineer-Associate 免費考試真題 (Q288-Q293):

問題 #288
A data engineer has realized that the data files associated with a Delta table are incredibly small.
They want to compact the small files to form larger files to improve performance.
Which of the following keywords can be used to compact the small files?

答案：D


問題 #289
Which two components function in the DB platform architecture's control plane? (Choose two.)

答案：B,D


問題 #290
A data engineer needs to develop integration tests for an ETL process and deploy a version- controlled, packaged workflow into production using an external job scheduler. Which tool should the data engineer use for this job?

答案：B

解題說明：
Databricks Asset Bundles enable packaging of workflows with version control, allowing integration testing and deployment into production while supporting orchestration by external job schedulers.


問題 #291
Which single Databricks CLI command deploys local bundle assets to the target workspace specified in the bundle configuration file?

答案：C


問題 #292
A data engineer that is new to using Python needs to create a Python function to add two integers together and return the sum?
Which of the following code blocks can the data engineer use to complete this task?

答案：E

解題說明：
https://www.w3schools.com/python/python_functions.asp
https://www.geeksforgeeks.org/python-functions/


問題 #293
......

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