Introduction to computation and programming using Python /
Guttag, John,
Introduction to computation and programming using Python / John V. Guttag. - Revised and expanded edition. - xiv, 298 páginas : ilustraciones.
Includes index. Incluye bibliografía.
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.
0262525003 9780262525008
Python (Lenguaje de programación de computadores).
005.133 / P999Xg 2013
Introduction to computation and programming using Python / John V. Guttag. - Revised and expanded edition. - xiv, 298 páginas : ilustraciones.
Includes index. Incluye bibliografía.
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.
0262525003 9780262525008
Python (Lenguaje de programación de computadores).
005.133 / P999Xg 2013