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

Author(s)

• Guttag, John

Bibliographic Information

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

John V. Guttag

MIT Press, c2021

3rd ed

• : paperback

Note

Includes index

Description and Table of Contents

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.

by "Nielsen BookData"

• NCID: BC0190994X
• ISBN:
  • 9780262542364
• LCCN: 2020036760
• Country Code: us
• Title Language Code: eng
• Text Language Code: eng
• Place of Publication: Cambridge, Mass.
• Pages/Volumes: xviii, 637 p.
• Size: 23 cm
• Classification:
  • DC23 : 005.133
  • LCC : QA76.73.P98
  • DC23 : 005.13/3
• Subject Headings:
  • LCSH : Python (Computer program language)
  • LCSH : Computer programming
  • LCSH : Python (Computer program language) -- Textbooks
  • LCSH : Computer programming -- Textbooks