Databricks Certified Data Engineer Associate Study Guide: In-Depth Guidance and Practice
暫譯: Databricks 認證資料工程師助理學習指南:深入指導與實踐

Alhussein, Derar

  • 出版商: O'Reilly
  • 出版日期: 2025-03-25
  • 售價: $2,820
  • 貴賓價: 9.5$2,679
  • 語言: 英文
  • 頁數: 408
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1098166833
  • ISBN-13: 9781098166830
  • 海外代購書籍(需單獨結帳)

商品描述

Data engineers proficient in Databricks are currently in high demand. As organizations gather more data than ever before, skilled data engineers on platforms like Databricks become critical to business success. The Databricks Data Engineer Associate certification is proof that you have a complete understanding of the Databricks platform and its capabilities, as well as the essential skills to effectively execute various data engineering tasks on the platform.

In this comprehensive study guide, you will build a strong foundation in all topics covered on the certification exam, including the Databricks Lakehouse and its tools and benefits. You'll also learn to develop ETL pipelines in both batch and streaming modes. Moreover, you'll discover how to orchestrate data workflows and design dashboards while maintaining data governance. Finally, you'll dive into the finer points of exactly what's on the exam and learn to prepare for it with mock tests.

Author Derar Alhussein teaches you not only the fundamental concepts but also provides hands-on exercises to reinforce your understanding. From setting up your Databricks workspace to deploying production pipelines, each chapter is carefully crafted to equip you with the skills needed to master the Databricks Platform. By the end of this book, you'll know everything you need to ace the Databricks Data Engineer Associate certification exam with flying colors, and start your career as a certified data engineer from Databricks!

You'll learn how to:

  • Use the Databricks Platform and Delta Lake effectively
  • Perform advanced ETL tasks using Apache Spark SQL
  • Design multi-hop architecture to process data incrementally
  • Build production pipelines using Delta Live Tables and Databricks Jobs
  • Implement data governance using Databricks SQL and Unity Catalog

Derar Alhussein is a senior data engineer with a master's degree in data mining. He has over a decade of hands-on experience in software and data projects, including large-scale projects on Databricks. He currently holds eight certifications from Databricks, showcasing his proficiency in the field. Derar is also an experienced instructor, with a proven track record of success in training thousands of data engineers, helping them to develop their skills and obtain professional certifications.

商品描述(中文翻譯)

資料工程師在 Databricks 上的專業技能目前需求量很高。隨著組織收集的數據比以往任何時候都要多,擁有 Databricks 平台技能的資料工程師對於商業成功變得至關重要。Databricks 資料工程師助理認證證明您對 Databricks 平台及其功能有全面的理解,以及在該平台上有效執行各種資料工程任務所需的基本技能。

在這本全面的學習指南中,您將在認證考試涵蓋的所有主題上建立堅實的基礎,包括 Databricks Lakehouse 及其工具和優勢。您還將學習如何在批次和串流模式下開發 ETL 管道。此外,您將發現如何協調數據工作流程和設計儀表板,同時保持數據治理。最後,您將深入了解考試的具體內容,並學習如何通過模擬測試來準備考試。

作者 Derar Alhussein 不僅教您基本概念,還提供實作練習以加強您的理解。從設置 Databricks 工作區到部署生產管道,每一章都精心設計,以使您掌握 Databricks 平台所需的技能。在本書結束時,您將知道所有需要的知識,以優異的成績通過 Databricks 資料工程師助理認證考試,並開始您作為 Databricks 認證資料工程師的職業生涯!

您將學習如何:
- 有效使用 Databricks 平台和 Delta Lake
- 使用 Apache Spark SQL 執行高級 ETL 任務
- 設計多跳架構以增量處理數據
- 使用 Delta Live Tables 和 Databricks Jobs 建立生產管道
- 使用 Databricks SQL 和 Unity Catalog 實施數據治理

Derar Alhussein 是一位擁有數據挖掘碩士學位的資深資料工程師。他在軟體和數據專案方面擁有超過十年的實務經驗,包括在 Databricks 上的大型專案。他目前持有八項 Databricks 認證,展示了他在該領域的專業能力。Derar 也是一位經驗豐富的講師,擁有成功培訓數千名資料工程師的良好記錄,幫助他們發展技能並獲得專業認證。