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Displaying results 101 to 125 of 176.

  1. Machine learners
    archaeology of a data practice
    Author: Mackenzie, Adrian
    Published: [2017]
    Publisher:  The MIT Press, Cambridge, Massachusetts

    Machine learning - programming computers to learn from data - has spread across scientific disciplines, media, entertainment, and government. Medical research, autonomous vehicles, credit transaction processing, computer gaming, recommendation... more

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    Machine learning - programming computers to learn from data - has spread across scientific disciplines, media, entertainment, and government. Medical research, autonomous vehicles, credit transaction processing, computer gaming, recommendation systems, finance, surveillance, and robotics use machine learning. Machine learning devices (sometimes understood as scientific models, sometimes as operational algorithms) anchor the field of data science. They have also become mundane mechanisms deeply embedded in a variety of systems and gadgets. In contexts from the everyday to the esoteric, machine learning is said to transform the nature of knowledge. In this book, Adrian Mackenzie investigates whether machine learning also transforms the practice of critical thinking.Mackenzie focuses on machine learners -- either humans and machines or human-machine relations -- situated among settings, data, and devices. The settings range from fMRI to Facebook; the data anything from cat images to DNA sequences; the devices include neural networks, support vector machines, and decision trees. He examines specific learning algorithms -- writing code and writing about code -- and develops an archaeology of operations that, following Foucault, views machine learning as a form of knowledge production and a strategy of power. Exploring layers of abstraction, data infrastructures, coding practices, diagrams, mathematical formalisms, and the social organization of machine learning, Mackenzie traces the mostly invisible architecture of one of the central zones of contemporary technological cultures. -- Provided by publisher.

     
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    Source: Union catalogues
    Language: English
    Media type: Ebook
    Format: Online
    ISBN: 9780262342551; 0262342553
    Subjects: Information theory; Machine learning; Electronic data processing; Information theory; Machine learning ; Philosophy; Electronic data processing ; Philosophy; DIGITAL HUMANITIES & NEW MEDIA/New Media Theory
    Scope: 1 online resource (xvi, 252 pages), illustrations
  2. Protocol
    how control exists after decentralization
    Author: Galloway, Alexander R.
    Published: 2004
    Publisher:  MIT Press, Cambridge, Mass.

    How Control Exists after DecentralizationIs the Internet a vast arena of unrestricted communication and freely exchanged information or a regulated, highly structured virtual bureaucracy? In Protocol, Alexander Galloway argues that the founding... more

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    How Control Exists after DecentralizationIs the Internet a vast arena of unrestricted communication and freely exchanged information or a regulated, highly structured virtual bureaucracy? In Protocol, Alexander Galloway argues that the founding principle of the Net is control, not freedom, and that the controlling power lies in the technical protocols that make network connections (and disconnections) possible. He does this by treating the computer as a textual medium that is based on a technological language, code. Code, he argues, can be subject to the same kind of cultural and literary analysis as any natural language; computer languages have their own syntax, grammar, communities, and cultures. Instead of relying on established theoretical approaches, Galloway finds a new way to write about digital media, drawing on his backgrounds in computer programming and critical theory. "Discipline-hopping is a necessity when it comes to complicated socio-technical topics like protocol," he writes in the preface.Galloway begins by examining the types of protocols that exist, including TCP/IP, DNS, and HTML. He then looks at examples of resistance and subversion--hackers, viruses, cyberfeminism, Internet art--which he views as emblematic of the larger transformations now taking place within digital culture. Written for a nontechnical audience, Protocol serves as a necessary counterpoint to the wildly utopian visions of the Net that were so widespread in earlier days.

     
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  3. Humour the computer
    Contributor: Davison, Andrew (MitwirkendeR)
    Published: 1995
    Publisher:  MIT Press, Cambridge, Mass.

    You don't have to have a degree in computer science to enjoy this unique collection of funny stories, parodies, laughable true-life incidents, comic song lyrics, and jokey poems from the world of computing. Humour the Computer brings together a... more

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    You don't have to have a degree in computer science to enjoy this unique collection of funny stories, parodies, laughable true-life incidents, comic song lyrics, and jokey poems from the world of computing. Humour the Computer brings together a selection of some of the best computer-related, humorous material culled from a variety of sources: news groups and FTP sites on the Internet, The New Yorker, Punch, New Scientist, BYTE, Datamation, Communications of the ACM, The Journal of Irreproducible Results, and many more. Among other topics, the 70-odd assorted writings embrace the impact of computing on our lives, hilarious hardware, silly software, first encounters with computing, computer companies that we love, programming pains, and absurd academia.

     
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    Source: Union catalogues
    Contributor: Davison, Andrew (MitwirkendeR)
    Language: English
    Media type: Ebook
    Format: Online
    ISBN: 9780262291101; 026229110X
    Subjects: Electronic data processing; Computers; Electronic data processing ; Humor; Computers ; Humor; COMPUTER SCIENCE/General
    Scope: 1 online resource (xvi, 226 pages), illustrations
  4. Republic of Madagascar
    technical assistance report : government finance statistics
    Published: July 2021
    Publisher:  International Monetary Fund, Washington, D.C.

    At the request of the Ministry of Economy and Finance (MEF) and in consultation with the Africa Department (AFR) of the International Monetary Fund (IMF), a remote Government Finance Statistics (GFS) mission from the Statistics Department (STA) took... more

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    At the request of the Ministry of Economy and Finance (MEF) and in consultation with the Africa Department (AFR) of the International Monetary Fund (IMF), a remote Government Finance Statistics (GFS) mission from the Statistics Department (STA) took place in Madagascar from October 26 to November 13, 2020. The objective of this mission was to continue supporting the authorities in their project to adopt international GFS standards based on the methodology of the Government Finance Statistics Manual 2014 (GFSM 2014) and the Public Sector Debt Statistics Guide (PSDSG) and to improve GFS in general

     
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  5. Advanced row operations
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering... more

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    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering viewers with new data management skills.

     
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    Source: Union catalogues
    Contributor: Mount, George (MitwirkendeR)
    Language: English
    Media type: Book
    Format: Online
    Edition: [First edition].
    Series: Shortcuts
    Subjects: Electronic data processing; Data mining; Database management; Data editing; Exploration de données (Informatique); Bases de données ; Gestion; Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
    Scope: 1 online resource (1 video file (5 min.)), sound, color.
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    Online resource; title from title details screen (O’Reilly, viewed June 18, 2024)
  6. Column transformations
    text and data types
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering... more

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    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering viewers with new data management skills.

     
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    Source: Union catalogues
    Contributor: Mount, George (MitwirkendeR)
    Language: English
    Media type: Book
    Format: Online
    Edition: [First edition].
    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data editing; Bases de données ; Gestion; Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
    Scope: 1 online resource (1 video file (5 min.)), sound, color.
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    Online resource; title from title details screen (O’Reilly, viewed June 18, 2024)
  7. Date handling and custom calculations
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering... more

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    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering viewers with new data management skills.

     
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    Source: Union catalogues
    Contributor: Mount, George (MitwirkendeR)
    Language: English
    Media type: Book
    Format: Online
    Edition: [First edition].
    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data editing; Bases de données ; Gestion; Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
    Scope: 1 online resource (1 video file (5 min.)), sound, color.
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    Online resource; title from title details screen (O’Reilly, viewed June 18, 2024)
  8. Aggregation
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data,... more

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    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data, enhancing analytical precision and speed.

     
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    Source: Union catalogues
    Contributor: Mount, George (MitwirkendeR)
    Language: English
    Media type: Book
    Format: Online
    Edition: [First edition].
    Series: Shortcuts
    Subjects: Electronic data processing; Data editing; Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
    Scope: 1 online resource (1 video file (6 min.)), sound, color.
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    Online resource; title from title details screen (O’Reilly, viewed June 24, 2024)
  9. Data profiling exploration
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data,... more

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    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data, enhancing analytical precision and speed.

     
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    Contributor: Mount, George (MitwirkendeR)
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    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data editing; Bases de données ; Gestion; Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
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  10. Merging
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

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    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data, enhancing analytical precision and speed.

     
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    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data editing; Bases de données ; Gestion; Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
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  11. Missing values
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data,... more

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    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data, enhancing analytical precision and speed.

     
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    Contributor: Mount, George (MitwirkendeR)
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    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data mining; Data editing; Bases de données ; Gestion; Exploration de données (Informatique); Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
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  12. Row-wise operations
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

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    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data, enhancing analytical precision and speed.

     
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    Contributor: Mount, George (MitwirkendeR)
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    Series: Shortcuts
    Subjects: Electronic data processing; Data mining; Data editing; Exploration de données (Informatique); Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
    Scope: 1 online resource (1 video file (6 min.)), sound, color.
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  13. Column-wise operations
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

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    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data, enhancing analytical precision and speed.

     
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    Contributor: Mount, George (MitwirkendeR)
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    Series: Shortcuts
    Subjects: Electronic data processing; Data editing; Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
    Scope: 1 online resource (1 video file (4 min.)), sound, color.
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  14. Time-series
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data,... more

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    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data, enhancing analytical precision and speed.

     
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    Contributor: Mount, George (MitwirkendeR)
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    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data mining; Data editing; Bases de données ; Gestion; Exploration de données (Informatique); Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
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  15. Reshaping
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data,... more

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    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data, enhancing analytical precision and speed.

     
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    Contributor: Mount, George (MitwirkendeR)
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    Edition: [First edition].
    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data mining; Data editing; Bases de données ; Gestion; Exploration de données (Informatique); Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
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    Online resource; title from title details screen (O’Reilly, viewed June 24, 2024)
  16. Setting up your environment
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data,... more

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    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data, enhancing analytical precision and speed.

     
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    Contributor: Mount, George (MitwirkendeR)
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    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data mining; Data editing; Bases de données ; Gestion; Exploration de données (Informatique); Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
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  17. Plotting
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data,... more

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    This series will equip learners with various techniques for efficient data manipulation, crucial for optimizing analysis workflows. It addresses common data challenges and teaches skills in importing, cleaning and transforming, and presenting data, enhancing analytical precision and speed.

     
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    Source: Union catalogues
    Contributor: Mount, George (MitwirkendeR)
    Language: English
    Media type: Book
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    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data editing; Bases de données ; Gestion; Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
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    Online resource; title from title details screen (O’Reilly, viewed June 24, 2024)
  18. Merging data
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering... more

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    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering viewers with new data management skills.

     
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    Contributor: Mount, George (MitwirkendeR)
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    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data editing; Bases de données ; Gestion; Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
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  19. Row transformations
    sorting and filtering
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering... more

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    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering viewers with new data management skills.

     
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    Source: Union catalogues
    Contributor: Mount, George (MitwirkendeR)
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    Series: Shortcuts
    Subjects: Electronic data processing; Data mining; Database management; Data editing; Exploration de données (Informatique); Bases de données ; Gestion; Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
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  20. Appending data
    Contributor: Mount, George (MitwirkendeR)
    Published: [2024]
    Publisher:  O'Reilly Media, Inc., [Sebastopol, California]

    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering... more

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    This series focuses on efficient data cleaning techniques crucial for analysts in various sectors. It teaches methods to automate and streamline data preparation, addressing challenges like merging sources and enhancing data quality, empowering viewers with new data management skills.

     
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    Source: Union catalogues
    Contributor: Mount, George (MitwirkendeR)
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    Series: Shortcuts
    Subjects: Electronic data processing; Database management; Data mining; Data editing; Bases de données ; Gestion; Exploration de données (Informatique); Édition (Informatique); Instructional films; Nonfiction films; Internet videos; Films de formation; Films autres que de fiction; Vidéos sur Internet
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  21. Republic of Armenia
    technical assistance report : government finance statistics
    Published: March 2022
    Publisher:  International Monetary Fund, Washington, D.C.

    The mission to Armenia took place between September 27-October 8, 2021 to assist the authorities to improve their Government Finance Statistics (GFS) compilation practices. The technical assistance (TA) mission was conducted by Ms. Ivana Jablonská... more

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    The mission to Armenia took place between September 27-October 8, 2021 to assist the authorities to improve their Government Finance Statistics (GFS) compilation practices. The technical assistance (TA) mission was conducted by Ms. Ivana Jablonská and Mr. David Bailey at the request of the Ministry of Finance (MOF) and with the support of the IMF´s Middle East and Central Asia Department (MCD). The main objectives of the mission were to assist the authorities in finalizing a comprehensive sectorized list of all public sector units -known as, the public sector institutional table (PSIT) - and in compiling annual general government GFS data for 2020

     
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  22. The shape of data in the digital humanities
    modeling texts and text-based resources
    Contributor: Flanders, Julia (HerausgeberIn); Jannidis, Fotis (HerausgeberIn)
    Published: 2019
    Publisher:  Routledge,, London

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  23. The economics and implications of data
    an integrated perspective
    Author: Carriere-Swallow, Yan; Haksar, Vikram
    Published: 2019
    Publisher:  International Monetary Fund, Washington, DC, USA

    This SPR Departmental Paper will provide policymakers with a framework for studying changes to national data policy frameworks more

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    This SPR Departmental Paper will provide policymakers with a framework for studying changes to national data policy frameworks

     
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  24. Distributed game development
    harnessing global talent to create winning games
    Author: Fields, Tim
    Published: c2010
    Publisher:  Focal Press, Burlington, MA

    Take control of your global game development team and make successful AAA game titles using the 'Distributed Development' model. Game industry veteran Tim Fields teaches you how to evaluate game deals, how to staff teams for highly distributed game... more

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    Take control of your global game development team and make successful AAA game titles using the 'Distributed Development' model. Game industry veteran Tim Fields teaches you how to evaluate game deals, how to staff teams for highly distributed game development, and how to maintain challenging relationships in order to get great games to market. This book is filled with interviews with a broad spectrum of industry experts from top game publishers and business owners in the US and UK. A supplementary web site provides interviews from the book, a forum where developers and publishers can connect, and additional tips and tricks. Topics include: - Building a core team that excels at working with external development partners.- Finding and Evaluating studios and publishers to help get your game built.- Effectively dividing up game projects into parts that can be distributed.- Saving your teams from the brutality of crunch. - Running your projects more efficiently and achieve better results.- Includes interviews with game producers from Sony Online Entertainment, Disney Online, Blue Castle Games, Firebrand Games, Aspyr Games, and 2K Sports.

     
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    Content information
    Volltext (An electronic book accessible through the World Wide Web; click for information)
    Source: Union catalogues
    Language: English
    Media type: Ebook
    Format: Online
    ISBN: 9780240812717
    Subjects: Computer games; Computer software; Electronic data processing
    Scope: Online-Ressource (xi, 228 p), ill
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    Includes index

    Electronic reproduction; Mode of access: World Wide Web

    Front Cover; Distributed Game Development: Harnessing Global Talent to Create Winning Games; Copyright Page; Dedication; Contents; About the Author; Chapter 1: Preface and Overview; 1.1 Introduction; 1.2 How Is a Team Leader to Juggle All of This?; 1.3 Who Is This Book For?; 1.4 Preamble on Distributed Development; 1.4.1 Why Would I Use Distributed Development?; 1.4.2 So You Don't Like Outsourcing and Think It's a Bad Idea; 1.4.3 The Difference between Traditional Outsourcing and Distributed Development; 1.4.4 Who We Will Meet in Our Case Studies, and Why We Care about What They Have to Say

    Chapter 2: Overview of the Development Process2.1 The Basic Games Development Cycle; 2.2 Concept Discovery; 2.3 Pre-Production; 2.4 Full Production; 2.5 A Word on Demos; 2.5.1 How to Prepare Properly; 2.5.2 How to Use Distributed Development Teams to Alleviate Demo Problems; 2.5.3 When They're out of Control; 2.6 Alpha, Beta, Final; 2.6.1 Finaling; Interview with David Wiens, Project Manager at Disney Online; 2.7 Manufacturing and Distribution; 2.8 Launch Day; 2.9 Post Launch Support and Updates; 2.10 Summary; Interview with Rhett Bennatt, Art Director, Aspyr Games

    Chapter 3: Your World and Your Internal Team3.1 Types of Distributed Collaboration: How to Organize Your World; 3.1.1 Organization of Key Players: Developers, Publishers, Customers, and Retailers; 3.1.2 Traditional Distribution Model; 3.1.3 Digital Distribution Model; 3.2 Organization of Distributed Development Teams; 3.2.1 The Core Team; 3.2.2 What to Do with the Wii?; 3.2.3 Separate Multiplayer; 3.2.4 How Many People per Group?; 3.2.5 Subcontractors; 3.3 How to Pick Your Internal Reps; 3.3.1 Flexibility; 3.3.2 Diplomacy; 3.3.3 Travel; 3.3.4 Technical Skills; 3.3.5 Dedication

    3.4 Key Roles and How to Identify Good Candidates3.4.1 Producer; 3.4.2 Associate Producer; 3.4.3 Development Director; 3.4.4 Art Director; 3.4.5 Technical Director; 3.4.6 Senior Designer; 3.4.7 Integration Engineer and Build Master; 3.4.8 Technical Art God; 3.4.9 Audio Guru; 3.4.10 News Flash: A Team Is More Than the Sum of Its Parts; 3.5 Insourcing: It's Like Hiring Family Because Dad Told You to; 3.5.1 How to Use Insourcing Effectively; 3.6 Summary; Interview with Robyn Wallace, General Manager, Blue Castle Games; Chapter 4: External Partnerships; 4.1 Where to Find Candidates and Teams

    4.2 How to Know What You Need4.2.1 Partner Evaluation Matrix; 4.2.2 Warning Signs When Evaluating Teams; Interview with Luke Wasserman, Senior Producer, 2K Sports; 4.3 How Developers Can Find Partners and Publishers; 4.3.1 On Agents; 4.3.2 Why Developers Need to Self-Promote Early and Always; 4.3.3 Warning Signs for the New Developer; 4.4 How Developers Should Evaluate a Development Deal; 4.4.1 The Assignment; 4.4.2 Pay; 4.4.3 Royalties; 4.4.4 Delivery and Acceptance; 4.4.5 Intellectual Property Rights; 4.4.6 Credit; 4.4.7 Future Relationship; 4.4.8 Key Employees; 4.4.9 Use of Subcontractors

    4.4.10 Termination

    Defect management: Distributed Game Development ; Introduction ; i. Overview ; ii. Who is this document for? ; Preamble on Distributed Development ; i. Why would you have distributed development? ; ii. Who we will meet in our case studies, and why we care about what they have to say. ; Chapter 1: Organizing Your Teams ; i. Types of Distributed Collaboration: How to Know what you need ; ii. How to pick external collaborators ; a. INTERVIEW: Fay Griffith ; Head of outsourcing and external development, Electronic Arts. On How to Select Partners ; iii. How to pick an external team ; iv. Insourcing ; v. Roles & Responsibilities ; a. INTERVIEW: Sergio Rosas ; Studio Head CGBot, Monterrey Mexico. On Tailoring Creation Teams for Different Clients ; vi. Subcontractors ; vii. Quality Assurance ; viii. Localization ; ix. Infrastructure ; x. The contract and other legal issues ; xi. Failure Study: When the Organization phase went wrong. ; Chapter 2: Getting off on the right foot ; i. Defining project parameters ; 1. Scheduling Goals, Techniques, Milestones ; ii. Make sure you have a shared vision. ; a. INTERVIEW: Bill Byrne ; Freelance Motion Graphics Editor. Setting project tone through visuals. ; iii. Kickoff Meetings ; iv. Scheduling Types & Tactics ; 1. SCRUM/AGILE vs. WATERFALL ; a. INTERVIEW: Everett Lee ; Producer, Sony Entertainment.?How to lead great teams through more agile planning. ; v. Failure Study: When the schedule is wrong. ; vi. Failure Study: When your vision is clouded. ; Chapter 3: Maintaining the organism ; i. Establishing & Maintaining Trust ; a. INTERVIEW: Kyle Clark ; VP Production, ReelFX. Delivering content to spec for motion pictures & television. ; ii. Progress Checkpoints ; iii. Milestones ; iv. How to deal with product goal or design changes ; a. INTERVIEW: Rhett Bennatt ; Project Manager, Aspyre Entertainment. Nimble projects for maximum profits. ; v. Cross Pollination ; vi. Finaling and product submission ; vii. Planning for your next date ; viii. Failure Study: Feature Creep and the carnival of design changes. ; Chapter 4: Site Visits ; i. Site visits ; ii. Who to send & why ; iii. When to go? ; a. INTERVIEW: Michael Wyman ; Founder, Big Splash Entertainment. Distributed development for Casual Games. ; iv. Representing your company and the project while on site. ; v. Communication ; vi. Language barriers ; vii. Dealing with distractions ; viii. Cultural Differences ; a. INTERVIEW: Frank Klier ; Senior Technical Director, Microsoft. Coordinating technical solutions across cultural boundaries. ; ix. Regional Conditions ; x. Helpful Tools for staying in touch with home base ; xi. Failure Study: What happens when communication between home base and the field goes awry. ; Chapter 5: Common Situations ; i. Hot Potato Projects ; a. INTERVIEW: Mark Greenshields ; President, Firebrand Games. Delivering quality products on time. ; ii. Crisis Management ; iii. The constantly moving target ; iv. Bug Counts
  25. Machine learners :
    archaeology of a data practice /
    Author: Mackenzie, Adrian,
    Published: [2017]
    Publisher:  The MIT Press,, Cambridge, Massachusetts :

    Machine learning - programming computers to learn from data - has spread across scientific disciplines, media, entertainment, and government. Medical research, autonomous vehicles, credit transaction processing, computer gaming, recommendation... more

    Location:
    Freie Universität Berlin, Universitätsbibliothek, Zentralbibliothek
    Inter-library loan:
    Unlimited inter-library loan, copies and loan

     

    Machine learning - programming computers to learn from data - has spread across scientific disciplines, media, entertainment, and government. Medical research, autonomous vehicles, credit transaction processing, computer gaming, recommendation systems, finance, surveillance, and robotics use machine learning. Machine learning devices (sometimes understood as scientific models, sometimes as operational algorithms) anchor the field of data science. They have also become mundane mechanisms deeply embedded in a variety of systems and gadgets. In contexts from the everyday to the esoteric, machine learning is said to transform the nature of knowledge. In this book, Adrian Mackenzie investigates whether machine learning also transforms the practice of critical thinking.Mackenzie focuses on machine learners -- either humans and machines or human-machine relations -- situated among settings, data, and devices. The settings range from fMRI to Facebook; the data anything from cat images to DNA sequences; the devices include neural networks, support vector machines, and decision trees. He examines specific learning algorithms -- writing code and writing about code -- and develops an archaeology of operations that, following Foucault, views machine learning as a form of knowledge production and a strategy of power. Exploring layers of abstraction, data infrastructures, coding practices, diagrams, mathematical formalisms, and the social organization of machine learning, Mackenzie traces the mostly invisible architecture of one of the central zones of contemporary technological cultures. -- Provided by publisher.

     
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    Source: Philologische Bibliothek, FU Berlin
    Media type: Ebook
    Format: Online
    ISBN: 0-262-34255-3
    Subjects: Information theory.; Machine learning; Electronic data processing
    Other subjects: DIGITAL HUMANITIES & NEW MEDIA/New Media Theory
    Scope: 1 PDF (xvi, 252 pages) :, illustrations.
    Notes:

    Includes bibliographical references (pages 223-241) and index.

    Also available in print.

    Introduction : into the data -- Diagramming machines -- Vectorization and its consequences -- Machines finding functions -- N=[upside down A]X : probabilization and the taming of machines -- Patterns and differences -- Regularizing and materializing objects -- Propagating subject positions -- Conclusion : out of the data.