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Introduction to computation and programming in Python
2012, J.V. Guttag
in English
- Fall 2012 edition.
0988368307 9780988368309
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Book Details
Table of Contents
1.
Getting started -- -- 2.
Introduction to Python -- -- 3.
Some simple numerical programs -- -- 4.
Function and abstraction by specification -- -- 5.
Structured types, mutability, and higher-order functions -- -- 6.
Testing and debugging -- -- 7.
Exceptions and assertions -- -- 8.
Classes and object-oriented 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 --
Python 2.7 quick reference.
Edition Notes
"This book is based on an MIT course"--Preface.
Index: pages [260]-267.
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- Created March 27, 2021
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December 10, 2022 | Edited by ImportBot | import existing book |
March 27, 2021 | Created by MARC Bot | Imported from Internet Archive item record |