فهرست مطالب

• Preface
• Chapter 1. Getting Started with Databricks
• Introducing the Databricks Platform
• Setting Up a Databricks Workspace
• Exploring the Databricks Workspace
• Creating Clusters
• Working with Notebooks
• Versioning with Git
• Conclusion
• Sample Exam Questions
• Chapter 2. Managing Data with Delta Lake
• Introducing Delta Lake
• Working with Delta Lake Tables
• Exploring Delta Time Travel
• Optimizing Delta Lake Tables
• Vacuuming
• Dropping Delta Lake Tables
• Conclusion
• Sample Exam Questions
• Chapter 3. Mastering Relational Entities in Databricks
• Understanding Relational Entities
• Putting Relational Entities into Practice
• Setting Up Delta Tables
• Exploring Views
• Conclusion
• Sample Exam Questions
• Chapter 4. Transforming Data with Apache Spark
• Querying Data Files
• Writing to Tables
• Performing Advanced ETL Transformations
• Working with Higher-Order Functions
• Developing SQL UDFs
• Conclusion
• Sample Exam Questions
• Chapter 5. Processing Incremental Data
• Streaming Data with Apache Spark
• Implementing Structured Streaming
• Incremental Data Ingestion
• Medallion Architecture
• Conclusion
• Sample Exam Questions
• Chapter 6. Building Production Pipelines
• Exploring Delta Live Tables
• Capturing Data Changes
• Orchestrating Workflows
• Conclusion
• Sample Exam Questions
• Chapter 7. Exploring Databricks SQL
• What Is Databricks SQL?
• Creating SQL Warehouses
• Designing Dashboards
• Managing SQL Queries
• Setting Up Alerts
• Conclusion
• Sample Exam Questions
• Chapter 8. Implementing Data Governance
• What Is Data Governance?
• Managing Data Security in the Hive Metastore
• Governing Data with Unity Catalog
• Conclusion
• Sample Exam Questions
• Chapter 9. Certification Overview
• Exploring the Exam Format
• Registering for the Exam
• Troubleshooting and Support
• Getting Ready for the Assessment
• Practice Exams
• Seeking Assistance
• Final Thoughts
• Appendix A. Signing Up for Databricks
• Appendix B. Databricks Community Edition
• Appendix C. Answers to Sample Exam Questions
• Index
• About the Author