Computational Thinking For The Modern Problem Solver
DOWNLOAD
Download Computational Thinking For The Modern Problem Solver PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Computational Thinking For The Modern Problem Solver book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Computational Thinking For The Modern Problem Solver
DOWNLOAD
Author : David D. Riley
language : en
Publisher: CRC Press
Release Date : 2014-03-27
Computational Thinking For The Modern Problem Solver written by David D. Riley and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-03-27 with Mathematics categories.
Through examples and analogies, Computational Thinking for the Modern Problem Solver introduces computational thinking as part of an introductory computing course and shows how computer science concepts are applicable to other fields. It keeps the material accessible and relevant to noncomputer science majors. With numerous color figures, this classroom-tested book focuses on both foundational computer science concepts and engineering topics. It covers abstraction, algorithms, logic, graph theory, social issues of software, and numeric modeling as well as execution control, problem-solving strategies, testing, and data encoding and organizing. The text also discusses fundamental concepts of programming, including variables and assignment, sequential execution, selection, repetition, control abstraction, data organization, and concurrency. The authors present the algorithms using language-independent notation.
Applied Computational Thinking With Python
DOWNLOAD
Author : Sofía De Jesús
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-11-27
Applied Computational Thinking With Python written by Sofía De Jesús and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-27 with Computers categories.
Use the computational thinking philosophy to solve complex problems by designing appropriate algorithms to produce optimal results across various domains Key FeaturesDevelop logical reasoning and problem-solving skills that will help you tackle complex problemsExplore core computer science concepts and important computational thinking elements using practical examplesFind out how to identify the best-suited algorithmic solution for your problemBook Description Computational thinking helps you to develop logical processing and algorithmic thinking while solving real-world problems across a wide range of domains. It's an essential skill that you should possess to keep ahead of the curve in this modern era of information technology. Developers can apply their knowledge of computational thinking to solve problems in multiple areas, including economics, mathematics, and artificial intelligence. This book begins by helping you get to grips with decomposition, pattern recognition, pattern generalization and abstraction, and algorithm design, along with teaching you how to apply these elements practically while designing solutions for challenging problems. You’ll then learn about various techniques involved in problem analysis, logical reasoning, algorithm design, clusters and classification, data analysis, and modeling, and understand how computational thinking elements can be used together with these aspects to design solutions. Toward the end, you will discover how to identify pitfalls in the solution design process and how to choose the right functionalities to create the best possible algorithmic solutions. By the end of this algorithm book, you will have gained the confidence to successfully apply computational thinking techniques to software development. What you will learnFind out how to use decomposition to solve problems through visual representationEmploy pattern generalization and abstraction to design solutionsBuild analytical skills required to assess algorithmic solutionsUse computational thinking with Python for statistical analysisUnderstand the input and output needs for designing algorithmic solutionsUse computational thinking to solve data processing problemsIdentify errors in logical processing to refine your solution designApply computational thinking in various domains, such as cryptography, economics, and machine learningWho this book is for This book is for students, developers, and professionals looking to develop problem-solving skills and tactics involved in writing or debugging software programs and applications. Familiarity with Python programming is required.
From Computing To Computational Thinking
DOWNLOAD
Author : Paul S. Wang
language : en
Publisher: CRC Press
Release Date : 2017-07-20
From Computing To Computational Thinking written by Paul S. Wang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-20 with Computers categories.
Computational Thinking (CT) involves fundamental concepts and reasoning, distilled from computer science and other computational sciences, which become powerful general mental tools for solving problems, increasing efficiency, reducing complexity, designing procedures, or interacting with humans and machines. An easy-to-understand guidebook, From Computing to Computational Thinking gives you the tools for understanding and using CT. It does not assume experience or knowledge of programming or of a programming language, but explains concepts and methods for CT with clarity and depth. Successful applications in diverse disciplines have shown the power of CT in problem solving. The book uses puzzles, games, and everyday examples as starting points for discussion and for connecting abstract thinking patterns to real-life situations. It provides an interesting and thought-provoking way to gain general knowledge about modern computing and the concepts and thinking processes underlying modern digital technologies.
Computational Thinking
DOWNLOAD
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.
An introduction to computational thinking that traces a genealogy beginning 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 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. The authors identify six dimensions of today's highly developed CT—methods, machines, computing education, software engineering, computational science, and design—and cover each in a chapter. Along the way, they debunk inflated claims for CT and computation while making clear the power of CT in all its complexity and multiplicity.
Introduction To Computational Thinking
DOWNLOAD
Author : Thomas Mailund
language : en
Publisher:
Release Date : 2021
Introduction To Computational Thinking written by Thomas Mailund and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with 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. You will: 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.
Computational Thinking In The Stem Disciplines
DOWNLOAD
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.
Computational Thinking For Problem Solving And Managerial Mindset Training
DOWNLOAD
Author : Luisa Dall'Acqua
language : en
Publisher:
Release Date : 2021-06
Computational Thinking For Problem Solving And Managerial Mindset Training written by Luisa Dall'Acqua and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06 with Computational learning theory categories.
"This book expores computational thinking (CT) which involves a set of skills related to the foundations of computer science as a scientific discipline that can be applied to our increasingly digital society, where software technological tools permeate daily life and, consequently, change the management of reality, and mastering of trasversal skills crucial to have success"--
Computational Thinking
DOWNLOAD
Author : Karl Beecher
language : en
Publisher: BCS, The Chartered Institute for IT
Release Date : 2017-08-11
Computational Thinking written by Karl Beecher and has been published by BCS, The Chartered Institute for IT this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-11 with Computational intelligence categories.
Computational thinking (CT) is a timeless, transferable skill that enables you to think more clearly and logically, as well as a way to solve specific problems. With this book you'll learn to apply computational thinking in the context of software development to give you a head start on the road to becoming an experienced and effective programmer.
Programming And Problem Solving
DOWNLOAD
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.
Report Of A Workshop On The Scope And Nature Of Computational Thinking
DOWNLOAD
Author : National Research Council
language : en
Publisher: National Academies Press
Release Date : 2010-04-20
Report Of A Workshop On The Scope And Nature Of Computational Thinking written by National Research Council and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-20 with Education categories.
Report of a Workshop on the Scope and Nature of Computational Thinking presents a number of perspectives on the definition and applicability of computational thinking. For example, one idea expressed during the workshop is that computational thinking is a fundamental analytical skill that everyone can use to help solve problems, design systems, and understand human behavior, making it useful in a number of fields. Supporters of this viewpoint believe that computational thinking is comparable to the linguistic, mathematical and logical reasoning taught to all children. Various efforts have been made to introduce K-12 students to the most basic and essential computational concepts and college curricula have tried to provide a basis for life-long learning of increasingly new and advanced computational concepts and technologies. At both ends of this spectrum, however, most efforts have not focused on fundamental concepts. The book discusses what some of those fundamental concepts might be. Report of a Workshop on the Scope and Nature of Computational Thinking explores the idea that as the use of computational devices is becoming increasingly widespread, computational thinking skills should be promulgated more broadly. The book is an excellent resource for professionals in a wide range of fields including educators and scientists.