ENGLISH

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

By John S. Conery

Book information

Publisher
CRC Press
Year
2014
ISBN
1466572442, 9781466572447
Language
english
Format
PDF
Filesize
16 MB (16546925 bytes)
Series
Chapman & Hall/CRC Textbooks in Computing
Pages
423\435
Time added
2021-11-08 14:31:53

Description

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 Science A 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 Projects The 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 Resources The 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. Front Cover Contents Preface Chapter 1 - Introduction Chapter 2 - The Python Workbench: Introducing Python and an environment for interactive experiments Chapter 3 - The Sieve of Eratosthenes: An algorithm for finding prime numbers Chapter 4 - A Journey of a Thousand Miles: Iteration as a strategy for solving computational problems Chapter 5 - Divide and Conquer: A new strategy: Breaking large problems into smaller subproblems Chapter 6 - Spam, Spam, Spam, Mail, and Spam: A machine learning approach to filtering junk mail Chapter 7 - Now for Something Completely Different: An algorithm for generating random numbers Chapter 8 - Bit by Bit: Binary codes and algorithms for text compression and error detection Chapter 9 - The War of the Words: Computer architecture and machine level programming Chapter 10 - I’d Like to Have an Argument, Please: A program that understands English (or does it?) Chapter 11 - The Music of the Spheres: Computer simulation and the N-body problem Chapter 12 - The Traveling Salesman: A genetic algorithm for a computationally demanding problem Back Cover

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