Name: Databricks-Certified-Professional-Data-Engineer Practice Exam & Databricks-Certified-Professional-Data-Engineer Best Questions & Databricks-Certified-Professional-Data-Engineer Certification Training
Brand: Databricks
SKU: DPESP4S46F9064EDFB08507
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About Databricks Databricks-Certified-Professional-Data-Engineer Exam guide

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

Topic	Details
Topic 1	Databricks Tooling: The Databricks Tooling topic encompasses the various features and functionalities of Delta Lake. This includes understanding the transaction log, Optimistic Concurrency Control, Delta clone, indexing optimizations, and strategies for partitioning data for optimal performance in the Databricks SQL service.
Topic 2	Monitoring & Logging: This topic includes understanding the Spark UI, inspecting event timelines and metrics, drawing conclusions from various UIs, designing systems to control cost and latency SLAs for production streaming jobs, and deploying and monitoring both streaming and batch jobs.
Topic 3	Security & Governance: It discusses creating Dynamic views to accomplishing data masking and using dynamic views to control access to rows and columns.
Topic 4	Data Processing: The topic covers understanding partition hints, partitioning data effectively, controlling part-file sizes, updating records, leveraging Structured Streaming and Delta Lake, implementing stream-static joins and deduplication. Additionally, it delves into utilizing Change Data Capture, and addressing performance issues related to small files.

Reference: https://www.databricks.com/learn/certification/data-engineer-professional

Only need to practice for 20 to 30 hours

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