Introduction to computation and programming using Python

by Guttag, John V.

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Title Statements

Full title :Introduction to computation and programming using Python / John V. Guttag.

Edition Statements

Publication Date:2013.
Edition:Rev. and expanded ed

Publication Statements

Publisher(s):MIT Press
Place of Publication:Cambridge
Language:eng
Publication Date:2013.

Notes

Índice abreviado: 1. Getting started 2. Introduction to Python 3. Some simple numerical programs 4. Functions, scoping, and abstraction 5. Structured types, mutability, and higher-order functions 6. Testing and debugging 7. Exceptions and assertions 8. Classes and object-priented programming 9. A simplistic introduction to algorithmic complexity 10. Some simple algorithms and data structures 11. Plotting and more about classes 12. Stochastic programs, probability, and statistics 13. Random walks and more about data visualization 14. Monte Carlo simulation 15. Understanding experimental data 16. Lies, damned lies, and statistics 17. Knapsack and graph optimization problems 18. Dynamic programming 19. A quick look at machine learning. Python 2.7 quick reference. Index.

The Physical Object

Description:XIV, 298 p. ; : 28 cm

Edition Identifiers

ISBN:9780262525008, 0262525003
oclc:on1025935018

Subjects

Algoritmos computacionales Computer algorithms COMPUTER PROGRAMMING Programación de ordenadores Python (Computer program language) Python (Lenguaje de programación)