Hadoop :: data processing and modelling : unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets /
Unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets About This Book Conquer the mountain of data using Hadoop 2.X tools The authors succeed in creating a context for Hadoop and its ecosystem Hands-on examples and recipes giving the bigge...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham :
Packt Publishing,
2016.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets About This Book Conquer the mountain of data using Hadoop 2.X tools The authors succeed in creating a context for Hadoop and its ecosystem Hands-on examples and recipes giving the bigger picture and helping you to master Hadoop 2.X data processing platforms Overcome the challenging data processing problems using this exhaustive course with Hadoop 2.X Who This Book Is For This course is for Java developers, who know scripting, wanting a career shift to Hadoop - Big Data segment of the IT industry. So if you are a novice in Hadoop or an expert, this book will make you reach the most advanced level in Hadoop 2.X. What You Will Learn Best practices for setup and configuration of Hadoop clusters, tailoring the system to the problem at hand Integration with relational databases, using Hive for SQL queries and Sqoop for data transfer Installing and maintaining Hadoop 2.X cluster and its ecosystem Advanced Data Analysis using the Hive, Pig, and Map Reduce programs Machine learning principles with libraries such as Mahout and Batch and Stream data processing using Apache Spark Understand the changes involved in the process in the move from Hadoop 1.0 to Hadoop 2.0 Dive into YARN and Storm and use YARN to integrate Storm with Hadoop Deploy Hadoop on Amazon Elastic MapReduce and Discover HDFS replacements and learn about HDFS Federation In Detail As Marc Andreessen has said "Data is eating the world," which can be witnessed today being the age of Big Data, businesses are producing data in huge volumes every day and this rise in tide of data need to be organized and analyzed in a more secured way. With proper and effective use of Hadoop, you can build new-improved models, and based on that you will be able to make the right decisions. The first module, Hadoop beginners Guide will walk you through on understanding Hadoop with very detailed instructions and how to go about using it. Commands are explained using sections called "What just happened" for more clarity and understanding. The second module, Hadoop Real World Solutions Cookbook, 2nd edition, is an essential tutorial to effectively implement a big data warehouse in your business, where you get detailed practices on the latest technologies such as YARN and Spark. Big data has become a key basis of competition and the new waves of productivity growth. Hence, once you get familiar with th... |
| Beschreibung: | 1 online resource : illustrations. |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9781787120457 1787120457 1787125165 9781787125162 |
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| spelling | Turkington, Garry, author. Hadoop : data processing and modelling : unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets / Garry Turkington, Tanmay Deshpande, Sandeep Karanth. Birmingham : Packt Publishing, 2016. 1 online resource : illustrations. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file Online resource; title from PDF title page (EBSCO, viewed November 16, 2016) Includes bibliographical references and index. Unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets About This Book Conquer the mountain of data using Hadoop 2.X tools The authors succeed in creating a context for Hadoop and its ecosystem Hands-on examples and recipes giving the bigger picture and helping you to master Hadoop 2.X data processing platforms Overcome the challenging data processing problems using this exhaustive course with Hadoop 2.X Who This Book Is For This course is for Java developers, who know scripting, wanting a career shift to Hadoop - Big Data segment of the IT industry. So if you are a novice in Hadoop or an expert, this book will make you reach the most advanced level in Hadoop 2.X. What You Will Learn Best practices for setup and configuration of Hadoop clusters, tailoring the system to the problem at hand Integration with relational databases, using Hive for SQL queries and Sqoop for data transfer Installing and maintaining Hadoop 2.X cluster and its ecosystem Advanced Data Analysis using the Hive, Pig, and Map Reduce programs Machine learning principles with libraries such as Mahout and Batch and Stream data processing using Apache Spark Understand the changes involved in the process in the move from Hadoop 1.0 to Hadoop 2.0 Dive into YARN and Storm and use YARN to integrate Storm with Hadoop Deploy Hadoop on Amazon Elastic MapReduce and Discover HDFS replacements and learn about HDFS Federation In Detail As Marc Andreessen has said "Data is eating the world," which can be witnessed today being the age of Big Data, businesses are producing data in huge volumes every day and this rise in tide of data need to be organized and analyzed in a more secured way. With proper and effective use of Hadoop, you can build new-improved models, and based on that you will be able to make the right decisions. The first module, Hadoop beginners Guide will walk you through on understanding Hadoop with very detailed instructions and how to go about using it. Commands are explained using sections called "What just happened" for more clarity and understanding. The second module, Hadoop Real World Solutions Cookbook, 2nd edition, is an essential tutorial to effectively implement a big data warehouse in your business, where you get detailed practices on the latest technologies such as YARN and Spark. Big data has become a key basis of competition and the new waves of productivity growth. Hence, once you get familiar with th... Apache Hadoop. http://id.loc.gov/authorities/names/n2013024279 Apache Hadoop fast Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Data warehousing. http://id.loc.gov/authorities/subjects/sh97003695 Entrepôts de données (Informatique) BUSINESS & ECONOMICS / Industrial Management bisacsh BUSINESS & ECONOMICS / Management bisacsh BUSINESS & ECONOMICS / Management Science bisacsh BUSINESS & ECONOMICS / Organizational Behavior bisacsh Data warehousing fast Electronic data processing fast Deshpande, Tanmay, author. http://id.loc.gov/authorities/names/no2016105581 Karanth, Sandeep, author. has work: Hadoop (Text) https://id.oclc.org/worldcat/entity/E39PCGYQ79q3d49CmmWVWq43Xq https://id.oclc.org/worldcat/ontology/hasWork 1-78712-516-5 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1345204 Volltext |
| spellingShingle | Turkington, Garry Deshpande, Tanmay Karanth, Sandeep Hadoop : data processing and modelling : unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets / Apache Hadoop. http://id.loc.gov/authorities/names/n2013024279 Apache Hadoop fast Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Data warehousing. http://id.loc.gov/authorities/subjects/sh97003695 Entrepôts de données (Informatique) BUSINESS & ECONOMICS / Industrial Management bisacsh BUSINESS & ECONOMICS / Management bisacsh BUSINESS & ECONOMICS / Management Science bisacsh BUSINESS & ECONOMICS / Organizational Behavior bisacsh Data warehousing fast Electronic data processing fast |
| subject_GND | http://id.loc.gov/authorities/names/n2013024279 http://id.loc.gov/authorities/subjects/sh85042288 http://id.loc.gov/authorities/subjects/sh97003695 |
| title | Hadoop : data processing and modelling : unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets / |
| title_auth | Hadoop : data processing and modelling : unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets / |
| title_exact_search | Hadoop : data processing and modelling : unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets / |
| title_full | Hadoop : data processing and modelling : unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets / Garry Turkington, Tanmay Deshpande, Sandeep Karanth. |
| title_fullStr | Hadoop : data processing and modelling : unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets / Garry Turkington, Tanmay Deshpande, Sandeep Karanth. |
| title_full_unstemmed | Hadoop : data processing and modelling : unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets / Garry Turkington, Tanmay Deshpande, Sandeep Karanth. |
| title_short | Hadoop : |
| title_sort | hadoop data processing and modelling unlock the power of your data with hadoop 2 x ecosystem and its data warehousing techniques across large data sets |
| title_sub | data processing and modelling : unlock the power of your data with Hadoop 2.X ecosystem and its data warehousing techniques across large data sets / |
| topic | Apache Hadoop. http://id.loc.gov/authorities/names/n2013024279 Apache Hadoop fast Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Data warehousing. http://id.loc.gov/authorities/subjects/sh97003695 Entrepôts de données (Informatique) BUSINESS & ECONOMICS / Industrial Management bisacsh BUSINESS & ECONOMICS / Management bisacsh BUSINESS & ECONOMICS / Management Science bisacsh BUSINESS & ECONOMICS / Organizational Behavior bisacsh Data warehousing fast Electronic data processing fast |
| topic_facet | Apache Hadoop. Apache Hadoop Electronic data processing. Data warehousing. Entrepôts de données (Informatique) BUSINESS & ECONOMICS / Industrial Management BUSINESS & ECONOMICS / Management BUSINESS & ECONOMICS / Management Science BUSINESS & ECONOMICS / Organizational Behavior Data warehousing Electronic data processing |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1345204 |
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