國立高雄大學圖資館 |

Language: English

Back

Data simplificationtaming informatio...

Berman, Jules J.,

Data simplificationtaming information with open source tools /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Data simplificationJules J. Berman.
Reminder of title:	taming information with open source tools /
Author:	Berman, Jules J.,
Published:	Cambridge, MA :Morgan Kaufmann is an imprint of Elsevier,2016.
Description:	1 online resource
Subject:	Open source software.
Online resource:	https://www.sciencedirect.com/science/book/9780128037812
ISBN:	9780128037812 (electronic bk.)

Data simplificationtaming information with open source tools /
Berman, Jules J.,

Data simplificationtaming information with open source tools /[electronic resource] :Jules J. Berman. - Cambridge, MA :Morgan Kaufmann is an imprint of Elsevier,2016. - 1 online resource

Includes bibliographical references and index.

Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of skills and tools. This book provides data scientists from every scientific discipline with the methods and tools to simplify their data for immediate analysis or long-term storage in a form that can be readily repurposed or integrated with other data. Drawing upon years of practical experience, and using numerous examples and use cases, Jules Berman discusses the principles, methods, and tools that must be studied and mastered to achieve data simplification, open source tools, free utilities and snippets of code that can be reused and repurposed to simplify data, natural language processing and machine translation as a tool to simplify data, and data summarization and visualization and the role they play in making data useful for the end user.

ISBN: 9780128037812 (electronic bk.)Subjects--Topical Terms:

200208
Open source software.
Index Terms--Genre/Form:

214472
Electronic books.

LC Class. No.: QA76.76.S46 / 2016

Dewey Class. No.: 005.3

Data simplificationtaming information with open source tools /
LDR:02205nmm a2200277 a 4500 001 534541
005 20180917203927.0
006 m o d
007 cr cnu|unuuu||
008 181207s2016 mau ob 001 0 eng d
020 $a 9780128037812 (electronic bk.)
020 $a 0128037814 (electronic bk.)
020 $a 9780128038543 (electronic bk.)
020 $a 0128038543 (electronic bk.)
020 $z 9780128037812
035 $a (OCoLC)944961030 $z (OCoLC)961332310 $z (OCoLC)961514762
035 $a ELS18000073
040 $a N $b eng $c N $d EBLCP $d N $d OPELS $d OCLCF $d YDXCP $d CDX $d UMI $d AZK $d TOH $d STF $d DEBBG $d COO $d DEBSZ $d VGM $d IUL $d VT2 $d U3W $d D6H $d UOK $d CEF $d KSU $d OCLCQ
041 0 $a eng
050 4 $a QA76.76.S46 $b 2016
082 0 4 $a 005.3 $2 23
100 1 $a Berman, Jules J., $e author. $3 811146
245 1 0 $a Data simplification $h [electronic resource] : $b taming information with open source tools / $c Jules J. Berman.
260 $a Cambridge, MA : $b Morgan Kaufmann is an imprint of Elsevier, $c 2016.
300 $a 1 online resource
504 $a Includes bibliographical references and index.
520 $a Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of skills and tools. This book provides data scientists from every scientific discipline with the methods and tools to simplify their data for immediate analysis or long-term storage in a form that can be readily repurposed or integrated with other data. Drawing upon years of practical experience, and using numerous examples and use cases, Jules Berman discusses the principles, methods, and tools that must be studied and mastered to achieve data simplification, open source tools, free utilities and snippets of code that can be reused and repurposed to simplify data, natural language processing and machine translation as a tool to simplify data, and data summarization and visualization and the role they play in making data useful for the end user.
650 0 $a Open source software. $3 200208
650 0 $a Data mining. $3 184440
650 0 $a Database management. $3 182428
655 4 $a Electronic books. $2 local. $3 214472
856 4 0 $u https://www.sciencedirect.com/science/book/9780128037812