Packt
Advanced Data Management in Azure Databricks
Packt

Advanced Data Management in Azure Databricks

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Gain insight into a topic and learn the fundamentals.
Advanced level

Recommended experience

11 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Advanced level

Recommended experience

11 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Master the setup and configuration of Unity Catalog for secure data management

  • Learn how to work with Delta Tables, including time travel, schema validation, and optimization

  • Gain expertise in Databricks' incremental ingestion tools for seamless data processing

  • Develop advanced skills in Databricks Delta Live Tables (DLT) for real-time data management with SQL and Python

Details to know

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Recently updated!

April 2025

Assessments

5 assignments

Taught in English

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This course is part of the Mastering Azure Databricks for Data Engineers Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 4 modules in this course

In this module, we will guide you through the foundational concepts and practical steps to work with Unity Catalog in Databricks. You will learn how to set up Unity Catalog, provision users, and manage secure objects within it to ensure seamless data governance and collaboration.

What's included

5 videos2 readings1 assignment

In this module, we will explore Delta Lake and its powerful features, including Delta Tables, schema management, and time travel. You’ll also learn how to convert files to Delta format and optimize your tables for better performance and data consistency.

What's included

12 videos1 assignment

In this module, we will delve into Databricks' incremental ingestion tools, covering both manual and automatic schema evolution. You'll also learn how to efficiently ingest streaming data and utilize the Databricks Autoloader for automatic schema management.

What's included

8 videos1 assignment

In this module, we will explore Databricks Delta Live Tables (DLT), focusing on their practical applications, from setting up datasets to creating DLT workloads in both SQL and Python. You’ll also learn how to build DLT pipelines to manage and process data efficiently.

What's included

7 videos1 reading2 assignments

Instructor

Packt - Course Instructors
Packt
617 Courses98,656 learners

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