Introduction to Computation and Programming Using Python, third edition: With Application to Computational Modeling: With Application to Computational Modeling and Understanding Data - Softcover
Synopsis
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.
"synopsis" may belong to another edition of this title.
About the Author
John V. Guttag is Dugald C. Jackson Professor of Computer Science and Electrical Engineering at MIT.
From the Back Cover
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.
"About this title" may belong to another edition of this title.
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Introduction to Computation and Programming Using Python: With Application to Computational Modeling and Understanding Data
Published by
The MIT Press, Cambridge, Massachusetts and London, 2021
ISBN 10: 0262542366
ISBN 13: 9780262542364
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Introduction to Computation and Programming Using Python, third edition: With Application to Computational Modeling and Understanding Data [Paperback] Guttag, John V.
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