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Apache Spark This page features the latest and most popular technology books that focus on Apache Spark. Apache Spark is an open source distributed processing framework used for big data analytics and machine learning. It offers performance up to 100x faster than Hadoop MapReduce for certain applications. This page includes descriptions of bestselling books that teach critical skills for data engineers, data scientists, developers and more to leverage Spark for building data pipelines, performing analytics at scale, applying machine learning algorithms and more. The books cover beginner to advanced topics across the Spark ecosystem including Spark SQL, Spark Streaming, GraphX and MLlib.

Bestsellers

A range of our top selling data products from the last year

Learning PySpark

Feb 2017 274 pages

eBook

$27.98 ~~$39.99~~

Apache Spark 3 for Data Engineering and Analytics with Python

Aug 2021 8hrs 30mins

Video

$54.99

Optimizing Databricks Workloads

Dec 2021 230 pages

eBook

$24.99 ~~$35.99~~

Hands-On Deep Learning with Apache Spark

Jan 2019 322 pages

eBook

$24.99 ~~$35.99~~

Frank Kane's Taming Big Data with Apache Spark and Python

Jun 2017 296 pages

eBook

$24.99 ~~$35.99~~

Mastering Machine Learning on AWS

May 2019 306 pages

eBook

$17.99 ~~$26.99~~

Apache Spark 2.x for Java Developers

Jul 2017 350 pages

eBook

$29.99 ~~$43.99~~

Data Engineering with Apache Spark, Delta Lake, and Lakehouse

Oct 2021 480 pages

eBook

$27.98 ~~$39.99~~

Databricks Certified Associate Developer for Apache Spark Using Python

Jun 2024 274 pages

eBook

$18.99 ~~$27.99~~

Data Engineering with Databricks Cookbook

May 2024 438 pages

eBook

$27.98 ~~$39.99~~

What's New

Our latest data releases from the last few months.

Data Processing with Optimus

Sep 2021 300 pages

eBook

$24.99 ~~$35.99~~

Data Engineering with Apache Spark, Delta Lake, and Lakehouse

Oct 2021 480 pages

eBook

$27.98 ~~$39.99~~

Optimizing Databricks Workloads

Dec 2021 230 pages

eBook

$24.99 ~~$35.99~~

Apache Spark 3 Advance Skills for Cracking Job Interviews

Feb 2022 3hrs 47mins

Video

$89.99

Spark Programming in Python for Beginners with Apache Spark 3

Feb 2022 6hrs 35mins

Video

$49.99

Real-Time Stream Processing Using Apache Spark 3 for Scala Developers

Feb 2022 3hrs 23mins

Video

$29.99

Real-Time Stream Processing Using Apache Spark 3 for Python Developers

Feb 2022 4hrs 34mins

Video

$124.99

Spark Programming in Scala for Beginners with Apache Spark 3

Mar 2022 6hrs 47mins

Video

$19.99

Data Engineering with Databricks Cookbook

May 2024 438 pages

eBook

$27.98 ~~$39.99~~

Databricks Certified Associate Developer for Apache Spark Using Python

Jun 2024 274 pages

eBook

$18.99 ~~$27.99~~

The Most Popular in Apache Spark

Learning PySpark

Apache Spark is an open source framework for efficient cluster computing with a strong interface for data parallelism and fault tolerance. This book will show you how to leverage the power of Python and put it to use in the Spark ecosystem. You will start by getting a firm understanding of the Spark 2.0 architecture and how to set up a Python environment for Spark. You will get familiar with the modules available in PySpark. You will learn how to abstract data with RDDs and DataFrames and understand the streaming capabilities of PySpark. Also, you will get a thorough overview of machine learning capabilities of PySpark using ML and MLlib, graph processing using GraphFrames, and polyglot persistence using Blaze. Finally, you will learn how to deploy your applications to the cloud using the spark-submit command. By the end of this book, you will have established a firm understanding of the Spark Python API and how it can be used to build data-intensive applications.

Lee Drabas Lee

Paperback Feb 2017 274

$48.99

Audience Favourites

Our most rated data products by our Customers.

Databricks Certified Associate Developer for Apache Spark Using Python

Jun 2024 274 pages

eBook

$18.99 ~~$27.99~~

Quick Learns

Our data books which are under 200 pages long.

Apache Spark Quick Start Guide

Jan 2019 154 pages

eBook

$15.99 ~~$22.99~~

Beginner's Corner

Our top picks for starting your data journey.

Mastering Apache Spark 2.x

Jul 2017 354 pages

eBook

$29.99 ~~$43.99~~

Scala and Spark for Big Data Analytics

Jul 2017 796 pages

eBook

$39.99 ~~$57.99~~

Practical Machine Learning Cookbook

Apr 2017 570 pages

eBook

$36.99 ~~$52.99~~

PySpark Cookbook

Jun 2018 330 pages

eBook

$24.99 ~~$35.99~~

Practical Big Data Analytics

Jan 2018 412 pages

eBook

$27.98 ~~$39.99~~

Apache Spark 3 for Data Engineering and Analytics with Python

Aug 2021 8hrs 30mins

Video

$54.99

Hands-On Deep Learning with Apache Spark

Jan 2019 322 pages

eBook

$24.99 ~~$35.99~~

Frank Kane's Taming Big Data with Apache Spark and Python

Jun 2017 296 pages

eBook

$24.99 ~~$35.99~~

Mastering Machine Learning on AWS

May 2019 306 pages

eBook

$17.99 ~~$26.99~~

Apache Spark 2.x for Java Developers

Jul 2017 350 pages

eBook

$29.99 ~~$43.99~~

Current Year Titles

2024 Essentials

Databricks Certified Associate Developer for Apache Spark Using Python

Jun 2024 274 pages

eBook

$18.99 ~~$27.99~~

Data Engineering with Databricks Cookbook

May 2024 438 pages

eBook

$27.98 ~~$39.99~~

Express Tutorials

Learn core data skills and be productive within two hours.

PySpark for Beginners

Jun 2018 1hr 34mins

Video

$137.99

Troubleshooting Apache Spark

Nov 2018 1hr 43mins

Video

$130.99

Popular Authors (10)

Mr. Mark Price

Mark J. Price is a Microsoft Specialist: Programming in C# and Architecting Microsoft Azure Solutions, with over 20 years' experience. Since 1993, he has passed more than 80 Microsoft programming exams and specializes in preparing others to pass them. Between 2001 and 2003, Mark was employed to write official courseware for Microsoft in Redmond, USA. His team wrote the first training courses for C# while it was still an early alpha version. While with Microsoft, he taught "train-the-trainer" classes to get other MCTs up-to-speed on C# and .NET. Mark holds a Computer Science BSc. Hons. Degree.

Most popular book of Mr. Mark Price

C# 8.0 and .NET Core 3.0 – Modern Cross-Platform Development

See 7 other products by Mr. Mark Price

Dr. Sebastian Raschka

Sebastian Raschka is an Assistant Professor of Statistics at the University of Wisconsin-Madison focusing on machine learning and deep learning research. As Lead AI Educator at Grid AI, Sebastian plans to continue following his passion for helping people get into machine learning and artificial intelligence.

Most popular book of Dr. Sebastian Raschka

Instant Heat Maps in R How-to

See 5 other products by Dr. Sebastian Raschka

Antonio Melé

Antonio Melé has been crafting Django projects since 2006, for clients spanning multiple industries. He is Engineering Director at Backbase, a leading global fintech firm dedicated to facilitating the digital transformation of financial institutions. He co-founded Nucoro, a digital wealth management platform.nnIn 2009 Antonio founded Zenx IT, a company specialized in developing digital products. He has been working as CTO and consultant for several tech-centric startups. He has also managed development teams building projects for large enterprise clients. He has an MSc in Computer Science from Universidad Pontificia Comillas and completed the Advanced Management Program at MIT Sloan. His father inspired his passion for computers and coding.

Most popular book of Antonio Melé

Django 3 By Example

See 3 other products by Antonio Melé

Ardit Sulce

Ardit Sulce is a Python programmer, teacher, and founder of PythonHow. He graduated in 2013 with a master’s degree in science (geospatial technologies) from the University of Muenster in Germany, focusing on using Python for remote sensing. Ardit has worked with companies such as the Center for Conservation Geography to map and understand Australian ecosystems, image processing with the Swiss in-Terra, and data mining to gain business insights with the Australian Rapid Intelligence.

Most popular book of Ardit Sulce

Django Crash Course with Examples

See 2 other products by Ardit Sulce

Christophe Foulon

Christophe Foulon, senior manager and cybersecurity consultant at F10 FinTech, brings over 15 years of experience as a vCISO, information security manager, adjunct professor, author, and cybersecurity strategist with a passion for customer service, process improvement, and information security. He also has spent more than 10 years leading, coaching, and mentoring people. As a security practitioner, Christophe is focused on helping businesses tackle their cybersecurity risks while minimizing friction, resulting in increased resiliency, and aiding to secure people and processes with a solid understanding of the technology involved. He also hosts the Breaking into Cybersecurity podcast and co-authored Develop Your Cybersecurity Career Path.

Most popular book of Christophe Foulon

Hack the Cybersecurity Interview

See 2 other products by Christophe Foulon

Gabriel Baptista

Gabriel Baptista has been working with software development since the beginning of .NET. Today, his main contributions are managing numerous projects for retail and industry. He is an Azure Platform-as-a-Service (PaaS) solution specialist, teaches at Computing Engineering universities, and helps tech startups as a mentor.

Most popular book of Gabriel Baptista

Software Architecture with C# 9 and .NET 5

See 3 other products by Gabriel Baptista

Mr. Jimmy Engström

Jimmy Engström  has been developing ever since he was 7 years old and got his first computer. He loves to be on the cutting edge of technology, trying new things. When he got wind of Blazor, he immediately realized its potential and adopted it when it was in beta. He has been running Blazor in production since it was launched by Microsoft.nHis passion for the .NET industry and community has taken him around the world, speaking about development. Microsoft has recognized this passion by awarding him the Microsoft Most Valuable Professional award 10 years in a row.

Most popular book of Mr. Jimmy Engström

Web Development with Blazor

See 3 other products by Mr. Jimmy Engström

Ben Auffarth

Ben Auffarth is a full-stack data scientist with more than 15 years of work experience. With a background and Ph.D. in computational and cognitive neuroscience, he has designed and conducted wet lab experiments on cell cultures, analyzed experiments with terabytes of data, run brain models on IBM supercomputers with up to 64k cores, built production systems processing hundreds and thousands of transactions per day, and trained language models on a large corpus of text documents. He co-founded and is the former president of Data Science Speakers, London.

Most popular book of Ben Auffarth

Artificial Intelligence with Python Cookbook

See 3 other products by Ben Auffarth

Greg Deckler

Greg Deckler is a 7-time Microsoft MVP for Data Platform and an active blogger and Power BI community member, having written over 6,000 solutions to community questions. Greg has authored many books on Power BI, including Learn Power BI 1st and 2nd Editions, DAX Cookbook, Power BI Cookbook 2nd Edition and Mastering Power BI 2nd Edition. Greg has also created several external tools for Power BI and regularly posts video content to his YouTube channels, Microsoft Hates Greg and DAX For Humans.

Most popular book of Greg Deckler

Learn Power BI

See 6 other products by Greg Deckler

Carl-Hugo Marcotte

Carl-Hugo Marcotte is a software craftsman who has developed digital products professionally since 2005, while his coding journey started around 1989 for fun. He has a bachelor's degree in computer science.nHe has acquired a solid background in software architecture and expertise in ASP.NET Core through creating a wide range of web and cloud applications, from custom e-commerce websites to enterprise applications. He served many customers as an independent consultant, taught programming, and is now a Principal Architect at Export Development Canada.nPassionate about C#, ASP.NET Core, AI, automation, and Cloud computing, he fosters collaboration and the open-source ethos, sharing his expertise with the tech community.

Most popular book of Carl-Hugo Marcotte

An Atypical ASP.NET Core 5 Design Patterns Guide

See 3 other products by Carl-Hugo Marcotte

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