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:Revised and expanded edition

Publication Statements

Publisher(s):The MIT Press
Place of Publication:Cambridge, Massachusetts
Language:eng
Publication Date:©2013

Notes

Includes index.

The Physical Object

Description:xiv, 298 pages : : illustrations ; : 28 cm

Edition Identifiers

ISBN:9780262525008, 0262525003
oclc:ocn829744870
LC Classification:QA76.73.P98
Dewey Decimal:005.13/3

Getting started -- Introduction to python -- Some simple numerical programs -- Functions, scoping, and abstraction -- structured types, mutability, and higher-order functions -- testing and debugging -- Exceptions and assertions -- Classes and object-oriented programming -- A simplistic introduction to algorithmic complexity -- Some simple algorithms and data structures -- Plotting and more about classes -- Stochastic programs, probability, and statistics -- Random walks and more about data visualization -- Monte Carlo simulation -- Understanding experimental data -- Lies, damned lies, and statistics -- Knapsack and graph optimization -- Dynamic programming -- A quick look at machine learning.

Subjects

COMPUTER PROGRAMMING Computer programming -- Textbooks Dataprogrammering Programmierung Python Python (Computer program language) Python (Computer program language) -- T… Python (programspråk) Textbooks