TAILIEUCHUNG - Big Data Glossary

Nutshell Handbook, the Nutshell Handbook logo, and the O’Reilly logo are registered trademarks of O’Reilly Media, Inc. Big Data Glossary, the image of an elephant seal, and related trade dress are trademarks of O’Reilly Media, Inc. Many of the designations used by manufacturers and sellers to distinguish their products are claimed as trademarks. Where those designations appear in this book, and O’Reilly Media, Inc., was aware of a trademark claim, the designations have been printed in caps or initial caps | A Guide to the New Generation of Data Tools O REILLY8 Pete Warden Big Data Glossary To help you navigate the large number of new data tools available this guide describes 60 of the most recent innovations from NoSQL databases and MapReduce approaches to machine learning and visualization tools. Descriptions are based on firsthand experience with these tools in a production environment. This handy glossary also includes a chapter of key terms that help define many of these tool categories NoSQL Databases Document-oriented databases using a key value interface rather than SQL MapReduce Tools that support distributed computing on large datasets Storage Technologies for storing data in a distributed way Servers Ways to rent computing power on remote machines Processing Tools for extracting valuable information from large datasets Natural Language Processing Methods for extracting information from human-created text Machine Learning Tools that automatically perform data analyses based on results of a one-off analysis Visualization Applications that present meaningful data graphically Acquisition Techniques for cleaning up messy public data sources Serialization Methods to convert data structure or object state into a storable format Strata Making Data Work Strata is the emerging ecosystem of people tools and technologies that turn big data into smart decisions. Find information and resources at data. US CAN ISBN 978-1-449-31459-0 Twitter @oreillymedia oreilly O REILLY Big Data Glossary Pete Warden o REILLY Beijing Cambridge Farnham Koln Sebastopol Tokyo .

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