Apache Spark Books



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Next-Generation Machine Learning with Spark

Next-Generation Machine Learning with Spark

by Butch Quinto

Access real-world documentation and examples for the Spark platform for building large-scale, enterprise-grade machine learning applications.The past decade has seen an astonishing series of advances in machine learning. These breakthroughs are disrupting our everyday life and making an impact across every industry.Next-Generation Machine Learning with Spark provides a gentle introduction to Spark and Spark...

Price:  $28.98  |  Publisher:  Apress  |  Release:  2020

PolyBase Revealed

PolyBase Revealed

by Kevin Feasel

Harness the power of PolyBase data virtualization software to make data from a variety of sources easily accessible through SQL queries while using the T-SQL skills you already know and have mastered.PolyBase Revealed shows you how to use the PolyBase feature of SQL Server 2019 to integrate SQL Server with Azure Blob Storage, Apache Hadoop, other SQL Server instances, Oracle, Cosmos DB, Apache Spark, and mo...

Price:  $21.73  |  Publisher:  Apress  |  Release:  2020

Machine Learning with PySpark

Machine Learning with PySpark

by Pramod Singh

Build machine learning models, natural language processing applications, and recommender systems with PySpark to solve various business challenges. This book starts with the fundamentals of Spark and its evolution and then covers the entire spectrum of traditional machine learning algorithms along with natural language processing and recommender systems using PySpark.Machine Learning with PySpark shows you ...

Price:  $20.41  |  Publisher:  Apress  |  Release:  2019

Beginning Apache Spark 2

Beginning Apache Spark 2

by Hien Luu

Develop applications for the big data landscape with Spark and Hadoop. This book also explains the role of Spark in developing scalable machine learning and analytics applications with Cloud technologies. Beginning Apache Spark 2 gives you an introduction to Apache Spark and shows you how to work with it.Along the way, you'll discover resilient distributed datasets (RDDs); use Spark SQL for structured data;...

Price:  $25.33  |  Publisher:  Apress  |  Release:  2018

Big Data Processing with Apache Spark

Big Data Processing with Apache Spark

by Manuel Ignacio Franco Galeano

Processing big data in real time is challenging due to scalability, information consistency, and fault-tolerance. This book teaches you how to use Spark to make your overall analytical workflow faster and more efficient. You'll explore all core concepts and tools within the Spark ecosystem, such as Spark Streaming, the Spark Streaming API, machine learning extension, and structured streaming.You'll begin by...

Price:  $29.99  |  Publisher:  Packt Publishing  |  Release:  2018

Apache Spark 2: Data Processing and Real-Time Analytics

Apache Spark 2: Data Processing and Real-Time Analytics

by Romeo Kienzler, Md. Rezaul Karim, Sridhar Alla, Siamak Amirghodsi, Meenakshi Rajendran, Broderick Hall, Shuen Mei

Apache Spark is an in-memory, cluster-based data processing system that provides a wide range of functionalities such as big data processing, analytics, machine learning, and more. With this Learning Path, you can take your knowledge of Apache Spark to the next level by learning how to expand Spark's functionality and building your own data flow and machine learning programs on this platform.You will work w...

Price:  $49.99  |  Publisher:  Packt Publishing  |  Release:  2018

Next-Generation Big Data

Next-Generation Big Data

by Butch Quinto

Utilize this practical and easy-to-follow guide to modernize traditional enterprise data warehouse and business intelligence environments with next-generation big data technologies.Next-Generation Big Data takes a holistic approach, covering the most important aspects of modern enterprise big data. The book covers not only the main technology stack but also the next-generation tools and applications used fo...

Price:  $33.51  |  Publisher:  Apress  |  Release:  2018

Practical Apache Spark

Practical Apache Spark

by Subhashini Chellappan, Dharanitharan Ganesan

Work with Apache Spark using Scala to deploy and set up single-node, multi-node, and high-availability clusters. This book discusses various components of Spark such as Spark Core, DataFrames, Datasets and SQL, Spark Streaming, Spark MLib, and R on Spark with the help of practical code snippets for each topic. Practical Apache Spark also covers the integration of Apache Spark with Kafka with examples. You'l...

Price:  $31.66  |  Publisher:  Apress  |  Release:  2018

Spark: The Definitive Guide

Spark: The Definitive Guide

by Matei Zaharia, Bill Chambers

Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals.You'll explore the basic operations and common functions of Spark's structured A...

Price:  $27.99  |  Publisher:  O'Reilly Media  |  Release:  2018

Scala Programming Projects

Scala Programming Projects

by Mikaƫl Valot, Nicolas Jorand

Scala is a type-safe JVM language that incorporates object-oriented and functional programming (OOP and FP) aspects. This book gets you started with essentials of software development by guiding you through various aspects of Scala programming, helping you bridge the gap between learning and implementing. You will learn about the unique features of Scala through diverse applications and experience simple ye...

Price:  $42.29  |  Publisher:  Packt Publishing  |  Release:  2018

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