Original PDF Ebook – Mastering Apache Spark 2.x – Second Edition2nd Edition – 9781786462749

Original PDF Ebook – Mastering Apache Spark 2.x – Second Edition2nd Edition – 9781786462749

Advanced analytics on your Big Data with latest Apache Spark 2.x_x000D_
About This Book_x000D_
An advanced guide with a combination of instructions and practical examples to extend the most up-to date Spark functionalities._x000D_
Extend your data processing capabilities to process huge chunk of data in minimum time using advanced concepts in Spark._x000D_
Master the art of real-time processing with the help of Apache Spark 2.x_x000D_
Who This Book Is For_x000D_
If you are a developer with some experience with Spark and want to strengthen your knowledge of how to get around in the world of Spark, then this book is ideal for you. Basic knowledge of Linux, Hadoop and Spark is assumed. Reasonable knowledge of Scala is expected._x000D_
What You Will Learn_x000D_
Examine Advanced Machine Learning and DeepLearning with MLlib, SparkML, SystemML, H2O and DeepLearning4J_x000D_
Study highly optimised unified batch and real-time data processing using SparkSQL and Structured Streaming_x000D_
Evaluate large-scale Graph Processing and Analysis using GraphX and GraphFrames_x000D_
Apply Apache Spark in Elastic deployments using Jupyter and Zeppelin Notebooks, Docker, Kubernetes and the IBM Cloud_x000D_
Understand internal details of cost based optimizers used in Catalyst, SystemML and GraphFrames_x000D_
Learn how specific parameter settings affect overall performance of an Apache Spark cluster_x000D_
Leverage Scala, R and python for your data science projects