Introduction To Computational Thinking
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Introduction To Computational Thinking
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Author : Thomas Mailund
language : en
Publisher: Apress
Release Date : 2021-07-31
Introduction To Computational Thinking written by Thomas Mailund and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-31 with Computers categories.
Learn approaches of computational thinking and the art of designing algorithms. Most of the algorithms you will see in this book are used in almost all software that runs on your computer. Learning how to program can be very rewarding. It is a special feeling to seeing a computer translate your thoughts into actions and see it solve your problems for you. To get to that point, however, you must learn to think about computations in a new way—you must learn computational thinking. This book begins by discussing models of the world and how to formalize problems. This leads onto a definition of computational thinking and putting computational thinking in a broader context. The practical coding in the book is carried out in Python; you’ll get an introduction to Python programming, including how to set up your development environment. What You Will Learn Think in a computational way Acquire general techniques for problem solving See general and concrete algorithmic techniques Program solutions that are both computationally efficient and maintainable Who This Book Is For Those new to programming and computer science who are interested in learning how to program algorithms and working with other computational aspects of programming.
Introduction To Computational Thinking
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Author : The Open University
language : en
Publisher: The Open University
Release Date :
Introduction To Computational Thinking written by The Open University and has been published by The Open University this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
This 12-hour free course taught algorithms and abstraction and described some applications of computational thinking.
Computational Thinking
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Author : Peter J. Denning
language : en
Publisher: MIT Press
Release Date : 2019-05-14
Computational Thinking written by Peter J. Denning and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-14 with Computers categories.
This pocket-sized introduction to computational thinking and problem-solving traces its genealogy centuries before the digital computer. A few decades into the digital era, scientists discovered that thinking in terms of computation made possible an entirely new way of organizing scientific investigation. Eventually, every field had a computational branch: computational physics, computational biology, computational sociology. More recently, “computational thinking” has become part of the K–12 curriculum. But what is computational thinking? This volume in the MIT Press Essential Knowledge series offers an accessible overview—tracing a genealogy that begins centuries before digital computers and portraying computational thinking as the pioneers of computing have described it. The authors explain that computational thinking (CT) is not a set of concepts for programming; it is a way of thinking that is honed through practice: the mental skills for designing computations to do jobs for us, and for explaining and interpreting the world as a complex of information processes. Mathematically trained experts (known as “computers”) who performed complex calculations as teams engaged in CT long before electronic computers. In each chapter, the author identify different dimensions of today's highly developed CT: • Computational Methods • Computing Machines • Computing Education • Software Engineering • Computational Science • Design Along the way, they debunk inflated claims for CT and computation while making clear the power of CT in all its complexity and multiplicity.
Computational Thinking A Perspective On Computer Science
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Author : Zhiwei Xu
language : en
Publisher: Springer Nature
Release Date : 2022-01-01
Computational Thinking A Perspective On Computer Science written by Zhiwei Xu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-01 with Computers categories.
This textbook is intended as a textbook for one-semester, introductory computer science courses aimed at undergraduate students from all disciplines. Self-contained and with no prerequisites, it focuses on elementary knowledge and thinking models. The content has been tested in university classrooms for over six years, and has been used in summer schools to train university and high-school teachers on teaching introductory computer science courses using computational thinking. This book introduces computer science from a computational thinking perspective. In computer science the way of thinking is characterized by three external and eight internal features, including automatic execution, bit-accuracy and abstraction. The book is divided into chapters on logic thinking, algorithmic thinking, systems thinking, and network thinking. It also covers societal impact and responsible computing material – from ICT industry to digital economy, from the wonder of exponentiation to wonder of cyberspace, and from code of conduct to best practices for independent work. The book’s structure encourages active, hands-on learning using the pedagogic tool Bloom's taxonomy to create computational solutions to over 200 problems of varying difficulty. Students solve problems using a combination of thought experiment, programming, and written methods. Only 300 lines of code in total are required to solve most programming problems in this book.
Computational Thinking
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Author : Paolo Ferragina
language : en
Publisher: Springer Nature
Release Date : 2024-10-10
Computational Thinking written by Paolo Ferragina and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-10 with Computers categories.
This book offers a gentle motivation and introduction to computational thinking, in particular to algorithms and how they can be coded to solve significant, topical problems from domains such as finance, cryptography, Web search, and data compression. The book is suitable for undergraduate students in computer science, engineering, and applied mathematics, university students in other fields, high-school students with an interest in STEM subjects, and professionals who want an insight into algorithmic solutions and the related mindset. While the authors assume only basic mathematical knowledge, they uphold the scientific rigor that is indispensable for transforming general ideas into executable algorithms. A supporting website contains examples and Python code for implementing the algorithms in the book.
An Introduction To Computational Thinking Through Art Music And Games
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Author : Glen Bull
language : en
Publisher:
Release Date : 2019
An Introduction To Computational Thinking Through Art Music And Games written by Glen Bull and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Computers categories.
An Introduction to Computational Thinking provides an introduction to design and creativity through use of a computer to create art and music. It also serves as an introduction to computational thinking – the art of developing a solution in a form that can be implemented by a computer. Many states have established mandates that computer science and computational thinking must be taught in schools. This often includes integration of computational thinking with other subjects. Introduction to Computational Thinking provides examples of ways in which computational thinking might be incorporated into mathematics, language arts, social studies, and science. These examples are designed to stimulate thinking and conversation about ways in which computational thinking might be integrated with subjects taught in schools.
Demystifying Computation A Hands On Introduction
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Author : Apostolos Syropoulos
language : en
Publisher: World Scientific Publishing Company
Release Date : 2017-04-19
Demystifying Computation A Hands On Introduction written by Apostolos Syropoulos and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-19 with Computers categories.
Problem solving in computing is referred to as computational thinking. The theory behind this concept is challenging in its technicalities, yet simple in its ideas. This book introduces the theory of computation from its inception to current form of complexity; from explanations of how the field of computer science was formed using classical ideas in mathematics by Gödel, to conceptualization of the Turing Machine, to its more recent innovations in quantum computation, hypercomputation, vague computing and natural computing. It describes the impact of these in relation to academia, business and wider society, providing a sound theoretical basis for its practical application.Written for accessibility, Demystifying Computation provides the basic knowledge needed for non-experts in the field, undergraduate computer scientists and students of information and communication technology and software development.
Programming And Problem Solving
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Author : David a Freitag
language : en
Publisher:
Release Date : 2019-09-16
Programming And Problem Solving written by David a Freitag and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-16 with categories.
Warning: This is not a normal textbook. This textbook introduces the first-semester student to computer science and what they need to know to solve problems and code solutions. Nothing extra. It demonstrates how to solve computational problems by focusing on organizing thoughts, performing structured thinking, following standard problem solving techniques, and paying attention to the details. The student will learn to generalize patterns and algorithms in solving a variety of problems using computational thinking. Everyone should have the opportunity to learn computational thinking and how to solve computational problems by focusing on organizing their thoughts, performing structured thinking, following known problem-solving techniques, and paying attention to the details. All students should have the opportunity to learn to generalize patterns and algorithms to solve a variety of computational problems using computational thinking techniques. To facilitate that goal, this textbook demonstrates how to think about a problem before writing one line of code. By following the patterns and examples, students will be able to write decent code almost immediately after finishing this book.
Computational Thinking In The Stem Disciplines
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Author : Myint Swe Khine
language : en
Publisher: Springer
Release Date : 2018-08-14
Computational Thinking In The Stem Disciplines written by Myint Swe Khine and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-14 with Study Aids categories.
This book covers studies of computational thinking related to linking, infusing, and embedding computational thinking elements to school curricula, teacher education and STEM related subjects. Presenting the distinguished and exemplary works by educators and researchers in the field highlighting the contemporary trends and issues, creative and unique approaches, innovative methods, frameworks, pedagogies and theoretical and practical aspects in computational thinking. A decade ago the notion of computational thinking was introduced by Jeannette Wing and envisioned that computational thinking will be a fundamental skill that complements to reading, writing and arithmetic for everyone and represents a universally applicable attitude. The computational thinking is considered a thought processes involved in a way of solving problems, designing systems, and understanding human behaviour. Assimilating computational thinking at young age will assist them to enhance problem solving skills, improve logical reasoning, and advance analytical ability - key attributes to succeed in the 21st century. Educators around the world are investing their relentless effort in equipping the young generation with real-world skills ready for the demand and challenges of the future. It is commonly believed that computational thinking will play a pivotal and dominant role in this endeavour. Wide-ranging research on and application of computational thinking in education have been emerged in the last ten years. This book will document attempts to conduct systematic, prodigious and multidisciplinary research in computational thinking and present their findings and accomplishments.
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Author :
language : zh-CN
Publisher:
Release Date : 2023
written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.
本书共9章,包括计算基础、计算平台、算法及程序设计、计算机网络基础、数据库技术基础、逻辑思维与逻辑推理、数据挖掘基础、计算机新技术等内容.