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professionals who can solve real data science problems with Hadoop and Spark. Practical Data Science with Hadoop (R) and Spark is your complete guide to;
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batch and real-time data analytics using Spark Core, Spark SQL, and Conventional and Structured Streaming * Get to grips with data science and;
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effective big data analytics solutions on-premise and on cloud Integrate Hadoop with other big data tools such as R, Python, Apache Spark, and;
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system Data processing frameworks, including MapReduce, Spark, and Hive Common Hadoop processing patterns, such as removing duplicate records and;
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is constantly growing, and it's important they keep up with the new technologies and practices to stay productive and future-proof data systems;
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Develop applications for the big data landscape with Spark and Hadoop. This book also explains the role of Spark in developing scalable;
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Store and retrieve data with Apache HBase Stream data processing using Apache Storm Work with Apache Spark Who This Book Is For Software;
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distributed datasets with Spark SQL For beginning to intermediate developers and data engineers comfortable programming in Java. No;
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streaming using Apache Storm, and data analytics using Apache Spark. By the end of the book, you will be well versed with different configurations;
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meaningful results * Get a practical knowledge of R programming language while working on Big Data platforms like Hadoop, Spark, H2O and SQL/NoSQL;
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companies and organizations of all sizes are struggling to find ways to retrieve valuable information from their massive data sets with becoming;
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data scientists, cloud developers and Devops Engineers who would like to become proficient with OpenStack Sahara. Ideally, this book is well;
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of other big data platforms including Spark, Hadoop, and Mahout. Practical Machine Learning is an essential resource for the modern data scientists;
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Book Is For Readers who have a basic knowledge of big data systems and want to advance their knowledge with hands-on recipes. What You;
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* Exclusive guide that covers how to get up and running with fast data processing using Apache Spark * Explore and exploit various possibilities with;
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capabilities of Hadoop 3 Crunch and process data using MapReduce, YARN, and a host of tools within the Hadoop ecosystem Sharpen your Hadoop skills with;
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phases. This book will also help big data engineers explore YARN integration with real-time analytics technologies such as Spark and Storm;
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analytics and Hadoop and Spark programming. Part 1 focuses on data science, the roles of clouds and IoT devices and frameworks for big-data;
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theoretical world of technology with the practical ground reality of building corporate Big Data and data science platforms. You will get hands-on;
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in HDFS * Create and process data pipelines with Pig, hive scripts as per business requirements. * Run machine learning Spark jobs on Hadoop;
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churn detection system using Java and MapReduce * Build an IoT-based data collection and visualization system * Get to grips with building a;
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basics of Spark, including resilient distributed datasets, and examines Hadoop streaming and working with Scalding; Provides detailed case;
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familiarity with the Spark architecture and working with Data Science applications. Mastering Spark for Data Science is a practical tutorial that uses;
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the end, you will also learn how to integrate R with Spark and Hadoop and perform large-scale data analytics without much complexity. What you;
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algorithms and tools you need to build distributed MapReduce applications with Apache Hadoop or Apache Spark. Each chapter provides a recipe for;
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. The book concludes with the most important aspect of Hadoop security - encryption. Both types of encryptions, for data in transit and data at;
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