Master the concepts and exercises needed to get certified as Databricks Associate Developer for Apache Spark 3.0 and get the validation as a Spark expert with an industry-recognized credential Key Features Understand the fundamentals of Apache Spark to help you design robust and fast Spark applications Dive into various data manipulation components for each phase of your Data Engineering projects Prepare for the certification exam with sample questions and mock exams and get faster to your goal Book DescriptionWith so much data being collected every second, computing power cannot keep up with this pace of rapid growth. To make use of all the data, Spark has become a de-facto standard for big data processing. Migrating data processing to Spark is not only a question of saving resources that will allow you to focus on your business, but it’s also a means of modernizing your workloads to leverage the capabilities of Spark and the modern technology stack to create new business opportunities. This book is a comprehensive guide that lets you explore the core components of Apache Spark, its architecture, and its optimization. Then you will understand Spark dataframe API and its components needed for data manipulation. Find out what Spark streaming is and why it’s important for modern data stacks before learning about machine learning in Spark and its different use cases. But there’s more, you will find sample questions at the end of each section along with two mock exams to help you prepare for the actual certification exam. By the end of this book, you will be able to understand what to expect in the exam and how to pass the certification exam with enough understanding of Spark and its tools. You will be able to apply this knowledge in a real-world setting and your skillset to the next level.What you will learn Create and manipulate SQL queries in Spark Build complex Spark functions using Spark UDFs Architect big data apps with Spark fundamentals for optimal design Apply techniques to manipulate and optimize big data applications Build real-time or near-real-time applications using spark streaming Work with Apache Spark for machine learning applications Who this book is for If you are professional looking to get into big data and data engineering or a data professional looking to endorse your knowledge of Spark or a student, this book is for you. The book provides prescriptive guidance and associated methodologies to make your mark in big data space with working knowledge of Spark and helping you pass your Spark certification exam. This book expects the readers to have working knowledge of Python but it does not expect any prior Spark knowledge, although having a working knowledge of Pyspark would be very beneficial.

Book Information
ISBN 9781804619780
Author Saba Shah
Format Paperback
Imprint Packt Publishing Limited
Publisher Packt Publishing Limited