Data simplification: taming information with open source tools
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 analy...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, MA
Morgan Kaufmann is an imprint of Elsevier
[2016]
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| Schlagworte: | |
| Online-Zugang: | FLA01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | 1 online resource |
| ISBN: | 9780128038543 0128038543 0128037814 9780128037812 |
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| 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 | ||
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Datensatz im Suchindex
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| any_adam_object | |
| author | Berman, Jules J. |
| author_facet | Berman, Jules J. |
| author_role | aut |
| author_sort | Berman, Jules J. |
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| building | Verbundindex |
| bvnumber | BV046126992 |
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| dewey-full | 005.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.3 |
| dewey-search | 005.3 |
| dewey-sort | 15.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| id | DE-604.BV046126992 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:35:55Z |
| institution | BVB |
| isbn | 9780128038543 0128038543 0128037814 9780128037812 |
| language | English |
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| spelling | Berman, Jules J. Verfasser aut Data simplification taming information with open source tools Jules J. Berman Cambridge, MA Morgan Kaufmann is an imprint of Elsevier [2016] © 2016 1 online resource txt rdacontent c rdamedia cr rdacarrier 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 COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Data mining fast Database management fast Open source software fast Open source software Data mining Database management Erscheint auch als Druck-Ausgabe 9780128037812 http://www.sciencedirect.com/science/book/9780128037812 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Berman, Jules J. Data simplification taming information with open source tools COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Data mining fast Database management fast Open source software fast Open source software Data mining Database management |
| title | Data simplification taming information with open source tools |
| title_auth | Data simplification taming information with open source tools |
| title_exact_search | Data simplification taming information with open source tools |
| title_full | Data simplification taming information with open source tools Jules J. Berman |
| title_fullStr | Data simplification taming information with open source tools Jules J. Berman |
| title_full_unstemmed | Data simplification taming information with open source tools Jules J. Berman |
| title_short | Data simplification |
| title_sort | data simplification taming information with open source tools |
| title_sub | taming information with open source tools |
| topic | COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Data mining fast Database management fast Open source software fast Open source software Data mining Database management |
| topic_facet | COMPUTERS / Programming / Open Source COMPUTERS / Software Development & Engineering / Tools COMPUTERS / Software Development & Engineering / General Data mining Database management Open source software |
| url | http://www.sciencedirect.com/science/book/9780128037812 |
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