PySpark Books (2023 Feb)

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1. Tomasz Drabas, Denny Lee
Packt Publishing Ltd, 27-Feb-2017

2.
Data Analysis with Python and PySpark
Jonathan Rioux
Simon and Schuster, 12-Apr-2022 

3.
PySpark Cookbook: Over 60 recipes for implementing big data processing and analytics using Apache Spark and Python
Denny Lee, Tomasz Drabas
Packt Publishing Ltd, 29-Jun-2018

4.
Machine Learning with PySpark: With Natural Language Processing and Recommender Systems
Pramod Singh
Apress, 14-Dec-2018

5.
Learning Spark: Lightning-Fast Big Data Analysis
Holden Karau, Andy Konwinski, Patrick Wendell, Matei Zaharia
"O'Reilly Media, Inc.", 28-Jan-2015 

6.
Advanced Analytics with PySpark
Akash Tandon, Sandy Ryza, Sean Owen, Uri Laserson, Josh Wills
"O'Reilly Media, Inc.", 14-Jun-2022

7.
PySpark Recipes: A Problem-Solution Approach with PySpark2
Raju Kumar Mishra
Apress, 09-Dec-2017

8.
Learn PySpark: Build Python-based Machine Learning and Deep Learning Models
Pramod Singh
Apress, 06-Sept-2019

9.
Learning Spark
Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee
"O'Reilly Media, Inc.", 16-Jul-2020

10.
Advanced Analytics with Spark: Patterns for Learning from Data at Scale
Sandy Ryza, Uri Laserson, Sean Owen, Josh Wills
"O'Reilly Media, Inc.", 12-Jun-2017

11.
Applied Data Science Using PySpark: Learn the End-to-End Predictive Model-Building Cycle
Ramcharan Kakarla, Sundar Krishnan, Sridhar Alla
Apress, 2021

12.
Essential PySpark for Scalable Data Analytics: A beginner's guide to harnessing the power and ease of PySpark 3
Sreeram Nudurupati
Packt Publishing Ltd, 29-Oct-2021

13.
Spark: The Definitive Guide: Big Data Processing Made Simple
Bill Chambers, Matei Zaharia
"O'Reilly Media, Inc.", 08-Feb-2018

14.
Spark for Python Developers
Amit Nandi
Packt Publishing, 24-Dec-2015

15.
Frank Kane's Taming Big Data with Apache Spark and Python
Frank Kane
Packt Publishing Ltd, 30-Jun-2017

16.
Stream Processing with Apache Spark: Mastering Structured Streaming and Spark Streaming
Gerard Maas, Francois Garillot
"O'Reilly Media, Inc.", 05-Jun-2019

17.
Data Analytics with Spark Using Python
Jeffrey Aven
Addison-Wesley Professional, 18-Jun-2018

18.
Graph Algorithms: Practical Examples in Apache Spark and Neo4j
Mark Needham, Amy E. Hodler
"O'Reilly Media, Inc.", 16-May-2019 

19.
Spark in Action: Covers Apache Spark 3 with Examples in Java, Python, and Scala
Jean-Georges Perrin
Simon and Schuster, 12-May-2020

20.
Mastering Spark with R: The Complete Guide to Large-Scale Analysis and Modeling
Javier Luraschi, Kevin Kuo, Edgar Ruiz
"O'Reilly Media, Inc.", 07-Oct-2019

21.
High Performance Spark: Best Practices for Scaling and Optimizing Apache Spark
Holden Karau, Rachel Warren
"O'Reilly Media, Inc.", 25-May-2017

22.
Apache Spark in 24 Hours, Sams Teach Yourself
Jeffrey Aven
Sams Publishing, 31-Aug-2016

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