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hassle. This Learning Path includes content from the following Packt products: Mastering Apache Spark 2.x by Romeo Kienzler Scala and Spark for;
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Advanced analytics on your Big Data with latest Apache Spark 2.x About This Book * An advanced guide with a combination;
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Create scalable machine learning applications to power a modern data-driven business using Spark 2.x About This Book * Get to the;
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Unlock the complexities of machine learning algorithms in Spark to generate useful data insights through this data analysis tutorial;
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, Spark 2.x delivers notable improvements in the areas of API, schema awareness, Performance, Structured Streaming, and simplifying building;
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machine learning and analytics applications with Cloud technologies. Beginning Apache Spark 2 gives you an introduction to Apache Spark and shows;
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Spark 2.x ecosystem, followed by explaining how to install and configure Spark, and refreshes the Java concepts that will be useful to you when;
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book provides recipes that are based on the latest versions of Apache Hadoop 2.X, YARN, Hive, Pig, Sqoop, Flume, Apache Spark, Mahout and many;
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Develop a range of cutting-edge machine learning projects with Apache Spark using this actionable guide About This Book * Customize;
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learning applications using Spark MLlib and how to manage the machine learning development lifecycle. This book is packed with practical examples;
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Machine Learning with Spark and Python Essential Techniques for Predictive Analytics, Second Edition simplifies ML for practical uses by;
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machine learning problems Key Features Updated to include new algorithms and techniques Code updated to Python 3.8 & TensorFlow 2.x New coverage;
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challenges. This book starts with the fundamentals of Spark and its evolution and then covers the entire spectrum of traditional machine learning;
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Build reliable data pipelines with open source Delta Lake and Spark Develop machine learning pipelines with MLlib and productionize models;
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Beginning-Intermediate user level;...
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you if you are a Python developer looking for hands-on recipes for using the Apache Spark 2.x ecosystem in the best possible way. A thorough;
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in various Spark components. You'll also become familiar with machine learning algorithms with real-time usage. What You Will Learn Discover the;
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Navigate the world of data analysis, visualization, and machine learning with over 100 hands-on Scala recipes About This Book;
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the best and newest tools available such as Scala, Spark, Parquet and MLlib for machine learning * Learn the best practices to incorporate;
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DescriptionThis Learning Path is your complete guide to quickly getting to grips with popular machine learning algorithms. You'll be introduced to the;
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* Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0 * Develop and deploy;
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