Processing Data
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Data Preprocessing In Data Mining
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Author : Salvador García
language : en
Publisher: Springer
Release Date : 2014-08-30
Data Preprocessing In Data Mining written by Salvador García and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-30 with Technology & Engineering categories.
Data Preprocessing for Data Mining addresses one of the most important issues within the well-known Knowledge Discovery from Data process. Data directly taken from the source will likely have inconsistencies, errors or most importantly, it is not ready to be considered for a data mining process. Furthermore, the increasing amount of data in recent science, industry and business applications, calls to the requirement of more complex tools to analyze it. Thanks to data preprocessing, it is possible to convert the impossible into possible, adapting the data to fulfill the input demands of each data mining algorithm. Data preprocessing includes the data reduction techniques, which aim at reducing the complexity of the data, detecting or removing irrelevant and noisy elements from the data. This book is intended to review the tasks that fill the gap between the data acquisition from the source and the data mining process. A comprehensive look from a practical point of view, including basic concepts and surveying the techniques proposed in the specialized literature, is given.Each chapter is a stand-alone guide to a particular data preprocessing topic, from basic concepts and detailed descriptions of classical algorithms, to an incursion of an exhaustive catalog of recent developments. The in-depth technical descriptions make this book suitable for technical professionals, researchers, senior undergraduate and graduate students in data science, computer science and engineering.
Data Processing
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Author : George B. Potter
language : en
Publisher: Plano, Tex. : Business Publications
Release Date : 1984
Data Processing written by George B. Potter and has been published by Plano, Tex. : Business Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Computer science categories.
Introduction To Data Processing
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Author : Carl Feingold
language : en
Publisher: WCB/McGraw-Hill
Release Date : 1975
Introduction To Data Processing written by Carl Feingold and has been published by WCB/McGraw-Hill this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Computers categories.
Automatic Data Processing
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Author : Elias M. Awad
language : en
Publisher: Englewood Cliffs, N.J. : Prentice-Hall
Release Date : 1966
Automatic Data Processing written by Elias M. Awad and has been published by Englewood Cliffs, N.J. : Prentice-Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 1966 with Business categories.
Textbook for self-instruction in the principles and techniques of EDP - includes 3 case studies to illustrate methodology by which gathered data are processed and a dictionary of EDP terms, and covers technical aspects of various types of computer equipment, input output media and devices, computer programming and systems design, programming languages, etc. Bibliography pp. 365 to 368, and diagrams.
Modern Data Processing
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Author : Robert R. Arnold
language : en
Publisher: John Wiley & Sons
Release Date : 1978
Modern Data Processing written by Robert R. Arnold and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Computers categories.
Fundamentals of data processing; History of data processing; Data processing applications; Manual and mechanical data processing; Recording data for computer processing; Electronic data processing: introduction; EDP central processing unit; EDP auxiliary storage; EDP input-output devices.
Data Processing
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Author : Susan Wooldridge
language : en
Publisher: Elsevier
Release Date : 2013-10-22
Data Processing written by Susan Wooldridge and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-22 with Technology & Engineering categories.
Data Processing: Made Simple, Second Edition presents discussions of a number of trends and developments in the world of commercial data processing. The book covers the rapid growth of micro- and mini-computers for both home and office use; word processing and the 'automated office'; the advent of distributed data processing; and the continued growth of database-oriented systems. The text also discusses modern digital computers; fundamental computer concepts; information and data processing requirements of commercial organizations; and the historical perspective of the computer industry. The computer hardware and software and the development and implementation of a computer system are considered. The book tackles careers in data processing; the tasks carried out by the data processing department; and the way in which the data processing department fits in with the rest of the organization. The text concludes by examining some of the problems of running a data processing department, and by suggesting some possible solutions. Computer science students will find the book invaluable.
Concurrent Data Processing In Elixir
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Author : Svilen Gospodinov
language : en
Publisher: Pragmatic Bookshelf
Release Date : 2021-07-25
Concurrent Data Processing In Elixir written by Svilen Gospodinov and has been published by Pragmatic Bookshelf this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-25 with Computers categories.
Learn different ways of writing concurrent code in Elixir and increase your application's performance, without sacrificing scalability or fault-tolerance. Most projects benefit from running background tasks and processing data concurrently, but the world of OTP and various libraries can be challenging. Which Supervisor and what strategy to use? What about GenServer? Maybe you need back-pressure, but is GenStage, Flow, or Broadway a better choice? You will learn everything you need to know to answer these questions, start building highly concurrent applications in no time, and write code that's not only fast, but also resilient to errors and easy to scale. Whether you are building a high-frequency stock trading application or a consumer web app, you need to know how to leverage concurrency to build applications that are fast and efficient. Elixir and the OTP offer a range of powerful tools, and this guide will show you how to choose the best tool for each job, and use it effectively to quickly start building highly concurrent applications. Learn about Tasks, supervision trees, and the different types of Supervisors available to you. Understand why processes and process linking are the building blocks of concurrency in Elixir. Get comfortable with the OTP and use the GenServer behaviour to maintain process state for long-running jobs. Easily scale the number of running processes using the Registry. Handle large volumes of data and traffic spikes with GenStage, using back-pressure to your advantage. Create your first multi-stage data processing pipeline using producer, consumer, and producer-consumer stages. Process large collections with Flow, using MapReduce and more in parallel. Thanks to Broadway, you will see how easy it is to integrate with popular message broker systems, or even existing GenStage producers. Start building the high-performance and fault-tolerant applications Elixir is famous for today. What You Need: You'll need Elixir 1.9+ and Erlang/OTP 22+ installed on a Mac OS X, Linux, or Windows machine.
Introduction To Data Processing
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Author : Kathleen R. Myerson
language : en
Publisher:
Release Date : 1978
Introduction To Data Processing written by Kathleen R. Myerson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Electronic data processing categories.
Principles Of Data Processing
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Author : Ralph M. Stair
language : en
Publisher: McGraw-Hill/Irwin
Release Date : 1981
Principles Of Data Processing written by Ralph M. Stair and has been published by McGraw-Hill/Irwin this book supported file pdf, txt, epub, kindle and other format this book has been release on 1981 with Computers categories.
Introduction To Data Processing
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Author : Martin L. Harris
language : en
Publisher: John Wiley & Sons
Release Date : 1979
Introduction To Data Processing written by Martin L. Harris and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Computers categories.