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Introduction To Computation And Programming Using Python Second Edition

Introduction to Computation and Programming Using Python  second edition PDF
Author: John V. Guttag
Publisher: MIT Press
Release: 2016-08-08
Size: 76.54 MB
Format: PDF
Category : Computers
Languages : en
Pages : 472
View: 190

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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.

Introduction To Computation And Programming Using Python

Introduction to Computation and Programming Using Python PDF
Author: John Guttag
Publisher: MIT Press (MA)
Release: 2013
Size: 50.40 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 268
View: 522

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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 a massive open online course (or MOOC) offered by the pioneering MIT-Harvard collaboration edX. 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. The book does not require knowledge of mathematics beyond high school algebra, but does assume that readers are comfortable with rigorous thinking and not intimidated by mathematical concepts. 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. Introduction to Computation and Programming Using Python can serve as a stepping-stone to more advanced computer science courses, or as a basic grounding in computational problem solving for students in other disciplines.

Introduction To Computer Science Using Python

Introduction to Computer Science Using Python PDF
Author: Charles Dierbach
Publisher: John Wiley & Sons
Release: 2012-11-30
Size: 48.25 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 612
View: 5881

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Introduction to Computer Science Using Python: A Computational Problem-Solving Focus,recommended by Guido van Rossum, the creator of Python (“This is not your average Python book…I think this book is a great text for anyone teaching CS1”). With a focus on computational problem solving from Chapter 1, this text provides numerous hands-on exercises and examples, each chapter ending with a significant-size program demonstrating the step-by-step process of program development, testing, and debugging. A final chapter includes the history of computing, starting with Charles Babbage, containing over 65 historical images. An end-of-book Python 3 Programmers’ Reference is also included for quick lookup of Python details. Extensive instructor materials are provided for those adopting for classroom use, including an instructors’ manual, over 1,000 well-developed slides covering all fundamental topics of each chapter, source code, and test bank.

Introduction To Computational Models With Python

Introduction to Computational Models with Python PDF
Author: Jose M. Garrido
Publisher: CRC Press
Release: 2015-08-28
Size: 23.75 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 496
View: 1465

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Introduction to Computational Models with Python explains how to implement computational models using the flexible and easy-to-use Python programming language. The book uses the Python programming language interpreter and several packages from the huge Python Library that improve the performance of numerical computing, such as the Numpy and Scipy m

Python Programming

Python Programming PDF
Author: John M. Zelle
Publisher: Franklin, Beedle & Associates, Inc.
Release: 2004
Size: 12.74 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 517
View: 1780

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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 for many students to master basic concepts in computer science and programming. A large portion of the confusion can be blamed on the complexity of the tools and materials that are traditionally used to teach CS1 and CS2. This textbook was written with a single overarching goal: to present the core concepts of computer science as simply as possible without being simplistic.

Introduction To Computer Science Using Python A Computational Problem Solving Focus

Introduction to Computer Science Using Python  A Computational Problem Solving Focus PDF
Author: Charles Dierbach
Publisher: Wiley Global Education
Release: 2012-11-30
Size: 27.91 MB
Format: PDF
Category : Computers
Languages : en
Pages : 485
View: 1074

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Introduction to Computer Science Using Python: A Computational Problem-Solving Focus introduces students to programming and computational problem-solving via a back-to-basics, step-by-step, objects-late approach that makes this book easy to teach and learn from. Students are provided with a thorough conceptual grounding in computational problem solving before introducing them to specific Python syntax, thus giving them the background to become successful programmers in any language. Dierbach also offers students a thorough grounding in imperative programming before introducing them to object-oriented programming. His step-by-step pedagogical approach makes this an accessible and student-friendly introduction to programming that eases students into program-writing through a variety of hands-on exercises.

Introduction To Computing Problem Solving With Python

Introduction to Computing   Problem Solving With PYTHON PDF
Author: Jeeva Jose
Publisher: KHANNA PUBLISHING
Release: 2016-08-01
Size: 66.42 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 296
View: 1037

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This book 'Introduction to Computing and Problem Solving with Python' will help every student,teacher and researcher to understand the computing basics and advanced PythonProgramming language. The Python programming topics include the reserved keywords,identifiers, variables, operators, data types and their operations, flowcontrol techniques which include decision making and looping, modules, filesand exception handling techniques. Advanced topics like Python regularexpressions, Database Programming and Object Oriented Programming concepts arealso covered in detail. All chapters have worked out programs, illustrations,review and frequently asked interview questions. The simple style of presentationmakes this a friend for self-learners. More than 300 solved lab exercisesavailable in this book is tested in Python 3.4.3 version for Windows. The book covers syllabus for more than 35 International Universities and45 Indian universities like Dr. APJ Abdul Kalam Technological University,Christ University, Savitribai Phule Pune University, University of Delhi, University of Calicut, Mahatma Gandhi University, University of Mumbai, AICTE, CBSE, MIT, University of Virginia, University of Chicago, University of Toronto, Technical University of Denmark etc.

Introduction To Computing Using Python

Introduction to Computing Using Python PDF
Author: Ljubomir Perkovic
Publisher: Wiley
Release: 2015-04-20
Size: 42.96 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 480
View: 1670

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Perkovic's Introduction to Programming Using Python: An Application Development Focus, 2e is more than just an introduction to programming. It is an inclusive introduction to Computer Science that takes the pedagogical approach of "the right tool for the job at the right moment," and focuses on application development. The approach is hands-on and problem-oriented, with practice problems and solutions appearing throughout the text. The text is imperative-first, but does not shy away from discussing objects early where appropriate. Discussions of user-defined classes and Object-Oriented Programming appear later in the text, when students have more background and concepts can be motivated. Chapters include an introduction to problem solving techniques and classical algorithms, problem-solving and programming and ways to apply core skills to application development. This edition also includes examples and practice problems provided within a greater variety of domains. It also includes case studies integrated into additional chapters, providing students with real life applications using the concepts and tools covered in the chapters.

Introduction To Computing Using Python An Application Development Focus

Introduction to Computing Using Python  An Application Development Focus PDF
Author: Ljubomir Perkovic
Publisher: Wiley Global Education
Release: 2011-12-06
Size: 26.29 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 512
View: 1404

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Perkovic's Introduction to Programming Using Python provides an imperative-first introduction to Python focusing on computer applications and the process of developing them. The text helps develop computational thinking skills by covering patterns of how problems can be broken down and constructively solved to produce an algorithmic solution. The approach is hands-on and problem oriented. The book also introduces a subset of the Python language early on to help write small functions. Chapters include an introduction to problem solving techniques and classical algorithms, problem-solving and programming and ways to apply core skills to application development.