Introduction to Computation and Programming Using Python, third edition: With Application to Computational Modeling and Understanding Data (Paperback)

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Description


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.
 
All of the code in the book and an errata sheet are available on the book’s web page on the MIT Press website.

About the Author


John V. Guttag is Dugald C. Jackson Professor of Computer Science and Electrical Engineering at MIT.


Product Details
ISBN: 9780262542364
ISBN-10: 0262542366
Publisher: The MIT Press
Publication Date: January 5th, 2021
Pages: 496
Language: English