Introduction to computation and programming using Python : with application to understanding data; John Guttag; 2016
Introduction to computation and programming using Python : with application to understanding data; John Guttag; 2016

Introduction to computation and programming using Python : with application to understanding dataUpplaga 2

av John Guttag

5.0 (2)

  • Upplaga: 2a upplagan
  • Utgiven: 2016
  • ISBN: 9780262529624
  • Sidor: 472 st
  • Förlag: The MIT Press
  • Format: Häftad
  • Språk: Engelska

Om boken

The new edition of an introductory text that teaches students the art of computational problem solving, covering topics ranging from simple algorithms to information visualization. This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including PyLab. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of data science for using computation to model and interpret data. The book is based on an MIT course (which became the most popular course offered through MIT's OpenCourseWare) and was developed for use not only in a conventional classroom but in in a massive open online course (MOOC). This new edition has been updated for Python 3, reorganized to make it easier to use for courses that cover only a subset of the material, and offers additional material including five new chapters. Students are introduced to Python and the basics of programming in the context of such computational concepts and techniques as exhaustive enumeration, bisection search, and efficient approximation algorithms. Although it covers such traditional topics as computational complexity and simple algorithms, the book focuses on a wide range of topics not found in most introductory texts, including information visualization, simulations to model randomness, computational techniques to understand data, and statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems and dynamic programming. This edition offers expanded material on statistics and machine learning and new chapters on Frequentist and Bayesian statistics.

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Mer om Introduction to computation and programming using Python : with application to understanding data (2016)

2016 släpptes boken Introduction to computation and programming using Python : with application to understanding data skriven av John Guttag. Det är den 2a upplagan av kursboken. Den är skriven på engelska och består av 472 sidor. Förlaget bakom boken är The MIT Press.

Köp boken Introduction to computation and programming using Python : with application to understanding data på Studentapan och spara pengar.

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Referera till Introduction to computation and programming using Python : with application to understanding data (Upplaga 2)

Harvard

Guttag, J. (2016). Introduction to computation and programming using Python : with application to understanding data. 2:a uppl. The MIT Press.

Oxford

Guttag, John, Introduction to computation and programming using Python : with application to understanding data, 2 uppl. (The MIT Press, 2016).

APA

Guttag, J. (2016). Introduction to computation and programming using Python : with application to understanding data (2:a uppl.). The MIT Press.

Vancouver

Guttag J. Introduction to computation and programming using Python : with application to understanding data. 2:a uppl. The MIT Press; 2016.

Bokens omdöme

5.0 (2)

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Bokens omdöme

5.0 (2)

2 recensioner

  • Natanael

    Stockholm

    1 år sedan

    Innehållsrik bok med flertal exempel

  • Sanna

    Malmö

    2 år sedan

    En bra och gedigen bok om programmering i Python!