Explorations in Computing: An Introduction to Computer Science and Python Programming

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John S. Conery (University of Oregon, Eugene, USA)

Explorations in Computing

An Introduction to Computer Science and Python Programming

John S. Conery (University of Oregon, Eugene, USA)

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English

Chapman & Hall/CRC
30 September 2020

Programming & scripting languages: general; Computer science

Series: Chapman & Hall/CRC Textbooks in Computing

An Active Learning Approach to Teaching the Main Ideas in Computing Explorations in Computing: An Introduction to Computer Science and Python Programming teaches computer science students how to use programming skills to explore fundamental concepts and computational approaches to solving problems. Tbook gives beginning students an introduction to computer science concepts and computer programming. Designed for CS0 and CS1 courses, it is very well suited for alternative lecture styles, including flipped classrooms.

Prepares Students for Advanced Work in Computer ScienceA revised and updated version of the author’s Explorations in Computing: An Introduction to Computer Science, this text incorporates two major differences. It now uses Python, instead of Ruby, as the lab software so that students can seamlessly transition from introductory projects to more advanced studies in later courses. The book also introduces Python programming, providing students with sufficient programming skills so they can implement their own programs.

Practical, Step-by-Step ProjectsThe interactive lab projects in each chapter allow students to examine important ideas in computer science, particularly how algorithms offer computational solutions to problems. Students can type expressions, view results, and run experiments that help them understand the concepts in a hands-on way.

Web ResourcesThe Python software modules for each lab project are available on the author’s website. The modules include data files and sample Python code that students can copy and modify. In addition, the site provides a lab manual of installation instructions and tips for editing programs and running commands in a terminal emulator.

By: John S. Conery (University of Oregon Eugene USA)
Imprint: Chapman & Hall/CRC
Country of Publication: United Kingdom
Dimensions: Height: 254mm, Width: 178mm,
Weight: 1.065kg
ISBN: 9780367659035
ISBN 10: 0367659034
Series: Chapman & Hall/CRC Textbooks in Computing
Pages: 439
Publication Date: 30 September 2020
Audience: College/higher education , General/trade , Primary , ELT Advanced
Format: Paperback
Publisher's Status: Active

Introduction. The Python Workbench. The Sieve of Eratosthenes. A Journey of a Thousand Miles. Iteration as a Strategy for Solving Computational Problems. Breaking Large Problems into Smaller Subproblems. A Machine Learning Approach to Filtering Junk Mail. An Algorithm for Generating Random Numbers. Binary Codes and Algorithms for text Compression and Error Detection. Introduction to Computer Architecture and Assembly Language Programming. A Program that Understands English (or does it). Computer Simulation and the N-Body Problem. A Genetic Algorithm for a Computationally Demanding Problem.

John S. Conery is a professor in the Department of Biology and the Institute of Ecology and Evolution at the University of Oregon, where he teaches computer science courses and is developing introductory programming courses for biology majors. As a professor of computer and information science, he taught introductory computer science courses as well as courses on high performance computing and computational science. His research in bioinformatics and computational biology spans a number of areas related to gene and genome duplication, artificial neural networks, population modeling, and systems biology. He received a Ph.D. in computer science.