Introduction to computation and programming using Python : with application to computational modeling and understanding data

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書誌事項

Introduction to computation and programming using Python : with application to computational modeling and understanding data

John V. Guttag

MIT Press, c2021

3rd ed

  • : paperback

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Includes index

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内容説明

The new edition of an introduction to the art of computational problem solving using Python. 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 numpy, matplotlib, random, pandas, and sklearn. 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 as well as substantial material on machine learning.

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