Introduction to Computation and Programming Using Python, second edition

Released on by John V. Guttag
preview-18

  • Introduction to Computation and Programming Using Python, second edition Book Detail

  • Author : John V. Guttag
  • Release Date : 2016-08-12
  • Publisher : MIT Press
  • Genre : Computers
  • Pages : 466
  • ISBN 13 : 0262529629
  • File Size : 10,10 MB
DOWNLOAD BOOK

Introduction to Computation and Programming Using Python, second edition by John V. Guttag PDF Summary

Book Description: The new edition of an introductory text that teaches students the art of computational problem solving, covering topics ranging from simple algorithms to information visualization. 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 PyLab. 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. The book is based on an MIT course (which became the most popular course offered through MIT's OpenCourseWare) and was developed for use not only in a conventional classroom but in in a massive open online course (MOOC). This new edition has been updated for Python 3, reorganized to make it easier to use for courses that cover only a subset of the material, and offers additional material including five new chapters. Students are introduced to Python and the basics of programming in the context of such computational concepts and techniques as exhaustive enumeration, bisection search, and efficient approximation algorithms. Although it covers such traditional topics as computational complexity and simple algorithms, the book focuses on a wide range of topics not found in most introductory texts, including information visualization, simulations to model randomness, computational techniques to understand data, and statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems and dynamic programming. This edition offers expanded material on statistics and machine learning and new chapters on Frequentist and Bayesian statistics.

Disclaimer: www.yourbookbest.com does not own Introduction to Computation and Programming Using Python, second edition books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Python Programming

Python Programming

File Size : 73,73 MB
Total View : 9890 Views
DOWNLOAD

This book is suitable for use in a university-level first course in computing (CS1), as well as the increasingly popular course known as CS0. It is difficult fo

Explorations in Computing

Explorations in Computing

File Size : 97,97 MB
Total View : 4201 Views
DOWNLOAD

An Active Learning Approach to Teaching the Main Ideas in Computing Explorations in Computing: An Introduction to Computer Science and Python Programming teache