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Databricks Certified Associate Developer for Apache Spark Using Python

You're reading from   Databricks Certified Associate Developer for Apache Spark Using Python The ultimate guide to getting certified in Apache Spark using practical examples with Python

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Product type Paperback
Published in Jun 2024
Publisher Packt
ISBN-13 9781804619780
Length 274 pages
Edition 1st Edition
Languages
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Author (1):
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Saba Shah Saba Shah
Author Profile Icon Saba Shah
Saba Shah
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Table of Contents (18) Chapters Close

Preface 1. Part 1: Exam Overview
2. Chapter 1: Overview of the Certification Guide and Exam FREE CHAPTER 3. Part 2: Introducing Spark
4. Chapter 2: Understanding Apache Spark and Its Applications 5. Chapter 3: Spark Architecture and Transformations 6. Part 3: Spark Operations
7. Chapter 4: Spark DataFrames and their Operations 8. Chapter 5: Advanced Operations and Optimizations in Spark 9. Chapter 6: SQL Queries in Spark 10. Part 4: Spark Applications
11. Chapter 7: Structured Streaming in Spark 12. Chapter 8: Machine Learning with Spark ML 13. Part 5: Mock Papers
14. Chapter 9: Mock Test 1
15. Chapter 10: Mock Test 2
16. Index 17. Other Books You May Enjoy

Preface

Welcome to the comprehensive guide for aspiring developers seeking certification in Apache Spark with Python through Databricks.

In this book, Databricks Certified Associate Developer for Apache Spark Using Python, I have distilled years of expertise and practical wisdom into a comprehensive guide to navigate the complexities of data science, AI, and cloud technologies and help you prepare for Spark certification. Through insightful anecdotes, actionable insights, and proven strategies, I will equip you with the tools and knowledge needed to thrive in an ever-evolving technological landscape of big data and artificial intelligence.

Apache Spark has emerged as the go-to framework to process large-scale data, enabling organizations to extract valuable insights and drive informed decision-making. With its robust capabilities and versatility, Spark has become a cornerstone in the toolkit of data engineers, analysts, and scientists worldwide. This book is designed to be your comprehensive companion on the journey to mastering Apache Spark with Python, providing a structured approach to understanding the core concepts, advanced techniques, and best practices for leveraging Spark’s full potential.

This book is meticulously crafted to guide you on the journey to becoming a certified Apache Spark developer. With a focus on certification preparation, I offer a structured approach to mastering Apache Spark with Python, ensuring that you’re well-equipped to ace the certification exam and validate your expertise.

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