Introduction to Computation and Programming Using Python, third edition: With Application to Computational Modeling and Understanding Data - Softcover

Guttag, John V.

Softcover

ISBN 10: 0262542366 ISBN 13: 9780262542364

Verlag: The MIT Press, 2021

Inhaltsangabe

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.

Über diesen Titel

Über die Autorin bzw. den Autor

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

Von der hinteren Coverseite

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.

Details zur Ausgabe

• Verlag: The MIT Press
• Erscheinungsdatum: 2021
• Sprache: Englisch
• ISBN 10: 0262542366
• ISBN 13: 9780262542364
• Einband: Tapa blanda
• Auflage: 1
• Anzahl der Seiten: 496
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar