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  • Books  (2)
  • Beijing : O'Reilly  (1)
  • Freexian SARL  (1)
  • 2010-2014  (2)
  • Computer Science  (2)
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  • Books  (2)
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  • Computer Science  (2)
  • 1
    Unknown
    The Debian Administrator's Handbook (2012)
    Freexian SARL
    Details
    Keywords: Debian ; Ubuntu ; Debian GNU/Linux ; Linux ; Administrator
    Description / Table of Contents: Accessible to all, this book teaches the essentials to anyone who wants to become an effective and independent Debian GNU/Linux administrator. It covers all the topics that a competent Linux administrator should master, from the installation and the update of the system, up to the creation of packages and the compilation of the kernel, but also monitoring, backup and migration, without forgetting advanced topics like SELinux setup to secure services, automated installations, or virtualization with Xen, KVM or LXC.
    Pages: Online-Ressource (XXIV, 468 Seiten)
    ISBN: 9791091414012
    URL: http://debian-handbook.info/get/now/
    Language: English
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    E-BOOK
  • 2
    Unknown
    Data Science at the Command Line : Facing the Future with Time-Tested Tools (2014)
    Beijing : O'Reilly
    Details
    Keywords: data science
    Description / Table of Contents: Chapter 1 Introduction --- Overview --- Data Science Is OSEMN --- Intermezzo Chapters --- What Is the Command Line? --- Why Data Science at the Command Line? --- A Real-World Use Case --- Further Reading --- Chapter 2 Getting Started --- Overview --- Setting Up Your Data Science Toolbox --- Essential Concepts and Tools --- Further Reading --- Chapter 3 Obtaining Data --- Overview --- Copying Local Files to the Data Science Toolbox --- Decompressing Files --- Converting Microsoft Excel Spreadsheets --- Querying Relational Databases --- Downloading from the Internet --- Calling Web APIs --- Further Reading --- Chapter 4 Creating Reusable Command-Line Tools --- Overview --- Converting One-Liners into Shell Scripts --- Creating Command-Line Tools with Python and R --- Further Reading --- Chapter 5 Scrubbing Data --- Overview --- Common Scrub Operations for Plain Text --- Working with CSV --- Working with HTML/XML and JSON --- Common Scrub Operations for CSV --- Further Reading --- Chapter 6 Managing Your Data Workflow --- Overview --- Introducing Drake --- Installing Drake --- Obtain Top Ebooks from Project Gutenberg --- Every Workflow Starts with a Single Step --- Well, That Depends --- Rebuilding Specific Targets --- Discussion --- Further Reading --- Chapter 7 Exploring Data --- Overview --- Inspecting Data and Its Properties --- Computing Descriptive Statistics --- Creating Visualizations --- Further Reading --- Chapter 8 Parallel Pipelines --- Overview --- Serial Processing --- Parallel Processing --- Distributed Processing --- Discussion --- Further Reading --- Chapter 9 Modeling Data --- Overview --- More Wine, Please! --- Dimensionality Reduction with Tapkee --- Clustering with Weka --- Regression with SciKit-Learn Laboratory --- Classification with BigML --- Further Reading --- Chapter 10 Conclusion --- Let’s Recap --- Three Pieces of Advice --- Where to Go from Here? --- Getting in Touch
    Pages: Online-Ressource (XVII, 191 pages) , illustrations, diagrams
    ISBN: 9781491947852
    URL: https://www.datascienceatthecommandline.com/
    Language: English
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    E-BOOK
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