Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Big Data Glossary

Buy
Big Data Glossary, 9781449314590 (1449314597), O'Reilly, 2011

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 first-hand 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
(HTML tags aren't allowed.)

Computational Intelligence Paradigms: Innovative Applications (Studies in Computational Intelligence)
Computational Intelligence Paradigms: Innovative Applications (Studies in Computational Intelligence)
System designers are faced with a large set of data which has to be analysed and processed efficiently. Advanced computational intelligence paradigms present tremendous advantages by offering capabilities such as learning, generalisation and robustness. These capabilities help in designing complex systems which are intelligent and robust.

The...

Routledge Handbook of Surveillance Studies (Routledge International Handbooks)
Routledge Handbook of Surveillance Studies (Routledge International Handbooks)

Surveillance is a central organizing practice. Gathering personal data and processing them in searchable databases drives administrative efficiency but also raises questions about security, governance, civil liberties and privacy. Surveillance is both globalized in cooperative schemes, such as sharing biometric data, and localized in the...

Fractional Order Motion Controls
Fractional Order Motion Controls

Covering fractional order theory, simulation and experiments, this book explains how fractional order modelling and fractional order controller design compares favourably with traditional velocity and position control systems. The authors systematically compare the two approaches using applied fractional calculus. Stability theory in...


Practical Rails Projects (Expert's Voice)
Practical Rails Projects (Expert's Voice)
If you are a web developer who has already realized the power of Ruby on Rails but wants to take your Rails knowledge further, this book will be invaluable to you. Practical Rails Projects assumes you know the basics of using the framework, concentrating instead on taking you through the creation of a multitude of practical real-world...
Bloomsbury, Modernism, and the Reinvention of Intimacy
Bloomsbury, Modernism, and the Reinvention of Intimacy

Bloomsbury, Modernism, and the Reinvention of Intimacy integrates the studies of three 'inner circle' members of the Bloomsbury group and three 'satellite' figures into a rich narrative of early twentieth-century culture. Wolfe shows how numerous modernist writers felt torn. On the one hand, they doubted the...

Algebraic Models in Geometry (Oxford Graduate Texts in Mathematics)
Algebraic Models in Geometry (Oxford Graduate Texts in Mathematics)
Rational homotopy is a very powerful tool for differential topology and geometry. This text aims to provide graduates and researchers with the tools necessary for the use of rational homotopy in geometry. Algebraic Models in Geometry has been written for topologists who are drawn to geometrical problems amenable to topological methods and also...
©2020 LearnIT (support@pdfchm.net) - Privacy Policy