Spark SQL is Apache Spark's module for working with structured data based on DataFrames.
Data Algorithms with Spark: Recipes and Design Patterns for Scaling Up using PySparkData Algorithms with Spark: Recipes and Design Patterns for Scaling Up using PySpark (2022)
by Parsian, Mahmoud
Learning Spark: Lightning-Fast Data AnalyticsLearning Spark: Lightning-Fast Data Analytics (2020)
by Damji, Jules S., Wenig, Brooke, Das, Tathagata, Lee, Denny
SQL Pocket Guide: A Guide to SQL UsageSQL Pocket Guide: A Guide to SQL Usage (2021)
by Zhao, Alice
SQL for Data Analysis: Advanced Techniques for Transforming Data into InsightsSQL for Data Analysis: Advanced Techniques for Transforming Data into Insights (2021)
by Tanimura, Cathy
Time Series Analysis with Spark: A practical guide to processing, modeling, and forecasting time series with Apache SparkTime Series Analysis with Spark: A practical guide to processing, modeling, and forecasting time series with Apache Spark (2025)
by Yoni Ramaswami
Practical SQL, 2nd Edition: A Beginner's Guide to Storytelling with DataPractical SQL, 2nd Edition: A Beginner's Guide to Storytelling with Data (2022)
by DeBarros, Anthony
Learning SQL: Generate, Manipulate, and Retrieve DataLearning SQL: Generate, Manipulate, and Retrieve Data (2020)
by Beaulieu, Alan
Stream Processing with Apache Spark: Mastering Structured Streaming and Spark StreamingStream Processing with Apache Spark: Mastering Structured Streaming and Spark Streaming (2019)
by Maas, Gerard, Garillot, Francois
Ultimate Big Data Analytics with Apache Hadoop: Master Big Data Analytics with Apache Hadoop Using Apache Spark, Hive, and Python (English Edition)Ultimate Big Data Analytics with Apache Hadoop: Master Big Data Analytics with Apache Hadoop Using Apache Spark, Hive, and Python (English Edition) (2024)
by Simhadri Govindappa
Mastering Apache Hadoop: A Comprehensive Guide to Learn Apache HadoopMastering Apache Hadoop: A Comprehensive Guide to Learn Apache Hadoop (2023)
by Ltd, Cybellium, Hermans, Kris
Spark: The Definitive Guide: Big Data Processing Made SimpleSpark: The Definitive Guide: Big Data Processing Made Simple (2018)
by Chambers, Bill, Zaharia, Matei
Data Engineering with Databricks Cookbook: Build effective data and AI solutions using Apache Spark, Databricks, and Delta LakeData Engineering with Databricks Cookbook: Build effective data and AI solutions using Apache Spark, Databricks, and Delta Lake (2024)
by Pulkit Chadha
High Performance Spark: Best Practices for Scaling and Optimizing Apache SparkHigh Performance Spark: Best Practices for Scaling and Optimizing Apache Spark (2017)
by Karau, Holden, Warren, Rachel
Beginning Hadoop: Understanding Hadoop Scalability and Performance of ClustersBeginning Hadoop: Understanding Hadoop Scalability and Performance of Clusters
by Gurmukh Singh
Spark in ActionSpark in Action (2016)
by Petar Zecevic, Marko Bonaci
Spark GraphX in ActionSpark GraphX in Action (2016)
by Malak, Michael, East, Robin
Big Data SMACK: A Guide to Apache Spark, Mesos, Akka, Cassandra, and KafkaBig Data SMACK: A Guide to Apache Spark, Mesos, Akka, Cassandra, and Kafka (2016)
by Estrada, Raul, Ruiz, Isaac
Pro Spark Streaming: The Zen of Real-Time Analytics Using Apache SparkPro Spark Streaming: The Zen of Real-Time Analytics Using Apache Spark (2016)
by Nabi, Zubair
Advanced Analytics with Spark: Patterns for Learning from Data at ScaleAdvanced Analytics with Spark: Patterns for Learning from Data at Scale (2017)
by Ryza, Sandy, Laserson, Uri, Owen, Sean
Mastering Apache Spark 2.x - Second Edition: Scale your machine learning and deep learning systems with SparkML, DeepLearning4j and H2OMastering Apache Spark 2.x - Second Edition: Scale your machine learning and deep learning systems with SparkML, DeepLearning4j and H2O (2017)
by Kienzler, Romeo
99 Apache Spark Interview Questions for Professionals: A GUIDE TO PREPARE FOR APACHE SPARK INTERVIEW QUESTIONS99 Apache Spark Interview Questions for Professionals: A GUIDE TO PREPARE FOR APACHE SPARK INTERVIEW QUESTIONS (2017)
by Kumar, Yogesh, Kumar, Hitesh
Practical Data Science with Hadoop and Spark: Designing and Building Effective Analytics at Scale (Addison-wesley Data & Analytics)Practical Data Science with Hadoop and Spark: Designing and Building Effective Analytics at Scale (Addison-wesley Data & Analytics) (2016)
by Mendelevitch, Ofer, Stella, Casey, Eadline, Douglas
Expert Hadoop Administration: Managing, Tuning, and Securing Spark, YARN, and HDFS (Addison-Wesley Data & Analytics Series)Expert Hadoop Administration: Managing, Tuning, and Securing Spark, YARN, and HDFS (Addison-Wesley Data & Analytics Series) (2016)
by Alapati, Sam
Programming Pig: Dataflow Scripting with HadoopProgramming Pig: Dataflow Scripting with Hadoop (2016)
by Gates, Alan, Dai, Daniel
Hadoop in 24 Hours, Sams Teach YourselfHadoop in 24 Hours, Sams Teach Yourself (2017)
by Aven, Jeffrey
Learning Spark: Lightning-Fast Big Data AnalysisLearning Spark: Lightning-Fast Big Data Analysis (2015)
by Karau, Holden, Konwinski, Andy, Wendell, Patrick, Zaharia, Matei
Mastering Hadoop 3: Big data processing at scale to unlock unique business insightsMastering Hadoop 3: Big data processing at scale to unlock unique business insights (2019)
by Singh, Chanchal, Kumar, Manish
Practical Hadoop Ecosystem: A Definitive Guide to Hadoop-Related Frameworks and ToolsPractical Hadoop Ecosystem: A Definitive Guide to Hadoop-Related Frameworks and Tools (2016)
by Vohra, Deepak
Spark: Big Data Cluster Computing in ProductionSpark: Big Data Cluster Computing in Production (2016)
by Ganelin, Ilya, Orhian, Ema, Sasaki, Kai, York, Brennon
Pro Hadoop Data Analytics: Designing and Building Big Data Systems using the Hadoop EcosystemPro Hadoop Data Analytics: Designing and Building Big Data Systems using the Hadoop Ecosystem (2016)
by Koitzsch, Kerry
Big Data Analytics with Spark: A Practitioner's Guide to Using Spark for Large Scale Data AnalysisBig Data Analytics with Spark: A Practitioner's Guide to Using Spark for Large Scale Data Analysis (2015)
by Guller, Mohammed
Moving Hadoop to the Cloud: Harnessing Cloud Features and Flexibility for Hadoop ClustersMoving Hadoop to the Cloud: Harnessing Cloud Features and Flexibility for Hadoop Clusters (2017)
by Havanki, Bill
Apache Spark in 24 Hours, Sams Teach YourselfApache Spark in 24 Hours, Sams Teach Yourself (2016)
by Aven, Jeffrey
Field Guide to Hadoop: An Introduction to Hadoop, Its Ecosystem, and Aligned TechnologiesField Guide to Hadoop: An Introduction to Hadoop, Its Ecosystem, and Aligned Technologies (2015)
by Sitto, Kevin, Presser, Marshall
Hadoop: The Definitive Guide: Storage and Analysis at Internet ScaleHadoop: The Definitive Guide: Storage and Analysis at Internet Scale (2015)
by White, Tom
Data Algorithms: Recipes for Scaling Up with Hadoop and SparkData Algorithms: Recipes for Scaling Up with Hadoop and Spark (2015)
by Parsian, Mahmoud
Hadoop Security: Protecting Your Big Data PlatformHadoop Security: Protecting Your Big Data Platform (2015)
by Spivey, Ben, Echeverria, Joey
Professional HadoopProfessional Hadoop (2016)
by Antony, Benoy, Boudnik, Konstantin, Adams, Cheryl, Shao, Branky, Lee, Cazen, Sasaki, Kai
Apache Spark for Data Science CookbookApache Spark for Data Science Cookbook (2016)
by Chitturi, Padma Priya
Apache Spark Scala Interview Questions: Shyam MalleshApache Spark Scala Interview Questions: Shyam Mallesh (2016)
by Mallesh, Shyam
Apache Spark Interview Question & AnswersApache Spark Interview Question & Answers (2016)
by Goel, Naman
Spark Tutorials with Scala: The Beginner's GuideSpark Tutorials with Scala: The Beginner's Guide (2016)
by McGrath, Todd
Apache Spark 2.x Machine Learning Cookbook: Over 100 recipes to simplify machine learning model implementations with SparkApache Spark 2.x Machine Learning Cookbook: Over 100 recipes to simplify machine learning model implementations with Spark (2017)
by Amirghodsi, Siamak, Rajendran, Meenakshi, Hall, Shuen
Apache Spark 2.x for Java Developers: Explore big data at scale using Apache Spark 2.x Java APIsApache Spark 2.x for Java Developers: Explore big data at scale using Apache Spark 2.x Java APIs (2017)
by Gulati, Sourav, Kumar, Sumit
Learning Apache Spark 2Learning Apache Spark 2 (2017)
by Abbasi, Asif
Hadoop 2 Quick-Start Guide: Learn the Essentials of Big Data Computing in the Apache Hadoop 2 Ecosystem (Addison-wesley Data & Analytics Series)Hadoop 2 Quick-Start Guide: Learn the Essentials of Big Data Computing in the Apache Hadoop 2 Ecosystem (Addison-wesley Data & Analytics Series) (2015)
by Eadline, Douglas
Top 50 Apache Hadoop Interview Questions and AnswersTop 50 Apache Hadoop Interview Questions and Answers (2016)
by Powerhouse, Knowledge
Getting Started with Impala: Interactive SQL for Apache HadoopGetting Started with Impala: Interactive SQL for Apache Hadoop (2014)
by Russell, John
Hadoop in Practice: Includes 104 TechniquesHadoop in Practice: Includes 104 Techniques (2014)
by Holmes, Alex
Advanced Analytics with Spark: Patterns for Learning from Data at ScaleAdvanced Analytics with Spark: Patterns for Learning from Data at Scale (2015)
by Ryza, Sandy, Laserson, Uri, Owen, Sean, Wills, Josh