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Databricks-Certified-Professional-Data-Engineer exam is an important Databricks Certification which can test your professional skills. Candidates want to pass the exam successfully to prove their competence. Fast2test Databricks technical experts have collected and certified 217 questions and answers of Databricks Certification - Databricks Certified Professional Data Engineer Exam which are designed to cover the knowledge points of the Planning and Designing Databricks Superdome Server Solutions and enhance candidates' abilities. With Fast2test Databricks-Certified-Professional-Data-Engineer preparation tests you can pass the Databricks Certification - Databricks Certified Professional Data Engineer Exam easily, get the Databricks certification and go further on Databricks career path.

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

TopicDetails
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
  • Data Modeling: It focuses on understanding the objectives of data transformations, using Change Data Feed, applying Delta Lake cloning, designing multiplex bronze tables. Lastly it discusses implementing incremental processing and data quality enforcement, implementing lookup tables, and implementing Slowly Changing Dimension tables, and implementing SCD Type 0, 1, and 2 tables.
Topic 3
  • 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.
Topic 4
  • Security & Governance: It discusses creating Dynamic views to accomplishing data masking and using dynamic views to control access to rows and columns.

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

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