apache-spark - Awesome Book
2021
2020
- Beginning Apache Spark Using Azure Databricks: Unleashing Large Cluster Analytics in the Cloud
- Learning Spark: Lightning-Fast Data Analytics
- Spark in Action, Second Edition: Covers Apache Spark 3 with Examples in Java, Python, and Scala
2019
- Graph Algorithms: Practical Examples in Apache Spark and Neo4j
- Hands-On Deep Learning with Apache Spark: Build and deploy distributed deep learning applications on Apache Spark
- Mastering Machine Learning on AWS: Advanced machine learning in Python using SageMaker, Apache Spark and TensorFlow, through AWS
- Stream Processing with Apache Spark: Mastering Structured Streaming and Spark Streaming
2018
- Apache Spark 2: Data Processing and Real-Time Analytics: Master complex big data processing, stream analytics, and machine learning with Apache Spark
- Beginning Apache Spark 2: With Resilient Distributed Datasets, Spark SQL, Structured Streaming and Spark Machine Learning library
- Big Data Processing with Apache Spark: Efficiently tackle large datasets and big data analysis with Spark and Python
- Data Analytics with Spark Using Python
- Machine Learning with Apache Spark Quick Start Guide: Uncover patterns, derive actionable insights, and learn from big data using MLlib
- Next-Generation Big Data: A Practical Guide to Apache Kudu, Impala, and Spark
- Practical Apache Spark: Using the Scala API
- PySpark Cookbook: Over 60 recipes for implementing big data processing and analytics using Apache Spark and Python
2017
- Advanced Analytics with Spark: Patterns for Learning from Data at Scale
- Apache Spark 2.x Cookbook: Cloud-ready recipes for analytics and data science
- Apache Spark 2.x for Java Developers: Explore big data at scale using Apache Spark 2.x Java APIs
- Apache Spark 2.x Machine Learning Cookbook: Over 100 recipes to simplify machine learning model implementations with Spark
- Expert Apache Cassandra Administration
- Frank Kane's Taming Big Data with Apache Spark and Python
- High Performance Spark: Best Practices for Scaling and Optimizing Apache Spark
- Learning Apache Spark 2.0
- Learning Spark SQL: Architect streaming analytics and machine learning solutions
- Mastering Apache Spark 2.x - Second Edition: Scale your machine learning and deep learning systems with SparkML, DeepLearning4j and H2O
- Practical Real-time Data Processing and Analytics: Distributed Computing and Event Processing using Apache Spark, Flink, Storm, and Kafka
- Top 50 Apache Spark Interview Questions & Answers
2016
- Apache Spark 2 for Beginners
- Apache Spark in 24 Hours, Sams Teach Yourself
- Big Data SMACK: A Guide to Apache Spark, Mesos, Akka, Cassandra, and Kafka
- Learning Spark: Analytics With Spark Framework
- Pro Spark Streaming: The Zen of Real-Time Analytics Using Apache Spark
- Spark GraphX in Action
2015
- Advanced Analytics with Spark: Patterns for Learning from Data at Scale
- Apache Spark Graph Processing
- Machine Learning with Spark - Tackle Big Data with Powerful Spark Machine Learning Algorithms
- Mastering Apache Spark: Gain expertise in processing and storing data by using advanced techniques with Apache Spark
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