Essential Computational Thinking

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Essential Computational Thinking

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Author : Ricky J. Sethi
language : en
Publisher: Cognella Academic Publishing
Release Date : 2020-06-17

Essential Computational Thinking written by Ricky J. Sethi and has been published by Cognella Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-17 with Computers categories.

Essential Computational Thinking: Computer Science from Scratch helps students build a theoretical and practical foundation for learning computer science. Rooted in fundamental science, this text defines elementary ideas including data and information, quantifies these ideas mathematically, and, through key concepts in physics and computation, demonstrates the relationship between computer science and the universe itself. In Part I, students explore the theoretical underpinnings of computer science in a wide-ranging manner. Readers receive a robust overview of essential computational theories and programming ideas, as well as topics that examine the mathematical and physical foundations of computer science. Part 2 presents the basics of computation and underscores programming as an invaluable tool in the discipline. Students can apply their newfound knowledge and begin writing substantial programs immediately. Finally, Part 3 explores more sophisticated computational ideas, including object-oriented programing, databases, data science, and some of the underlying principles of machine learning. Essential Computational Thinking is an ideal text for a firmly technical CS0 course in computer science. It is also a valuable resource for highly-motivated non-computer science majors at the undergraduate or graduate level who are interested in learning more about the discipline for either professional or personal development.

Essential Computational Thinking A Cs1 Course For All First Edition

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Author : Ricky Sethi
language : en
Publisher: Cognella Academic Publishing
Release Date : 2016-12-31

Essential Computational Thinking A Cs1 Course For All First Edition written by Ricky Sethi and has been published by Cognella Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-31 with categories.

Essential Computational Thinking A Cs1 Course For All Preliminary Edition

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Author : Ricky Sethi
language : en
Publisher: Cognella Academic Publishing
Release Date : 2016-12-31

Essential Computational Thinking A Cs1 Course For All Preliminary Edition written by Ricky Sethi and has been published by Cognella Academic Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-31 with categories.

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.

Report Of A Workshop On The Scope And Nature Of Computational Thinking

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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.

Computational Thinking

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Author : Hideyuki Nakashima
language : en
Publisher: Springer
Release Date : 2026-05-12

Computational Thinking written by Hideyuki Nakashima and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-05-12 with Computers categories.

This book introduces computational thinking, defining computational thinking as "thinking like a computer scientist." Chapter 1 explains the origins of computer science and its unique worldview by contrasting it with fields like physics and mathematics, while also addressing its relationship with programming, deep learning, and generative AI. Chapter 2 describes the practical benefits of applying computational thinking in the real world, introducing the essential concepts of abstraction, modeling, and virtualization. Chapter 3 introduces another essential concept, meta, and its related idea of self-reference. Chapter 4 introduces computational thinking perspectives in everyday activities such as cooking. Chapter 5 shares the findings regarding computational thinking from the perspective of a cognitive scientist with no background in computer science This book is accessible to anyone interested in computational thinking, regardless of prior knowledge.

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.

Visual Basic And Algorithmic Thinking For The Complete Beginner

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Author : Aristides Bouras
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-06-20

Visual Basic And Algorithmic Thinking For The Complete Beginner written by Aristides Bouras 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 2024-06-20 with Computers categories.

Explore the essentials of computer programming and algorithmic thinking with Visual Basic. This comprehensive course is designed for beginners to master the core concepts and practical applications. Key Features Comprehensive coverage of Visual Basic and algorithms with practical exercises and examples Introduction to programming fundamentals, & in-depth exploration of advanced structures Introduction to arrays, subprograms, and object-oriented programming Book DescriptionThis course begins with a fundamental overview of how computers operate, setting a solid foundation for your learning. You'll then delve into the essentials of Visual Basic, exploring integrated development environments and necessary software packages. As you progress, you'll tackle basic algorithmic concepts, variables, constants, and how to handle input and output efficiently. Moving forward, the course introduces you to control structures, starting with sequence control, and advancing through various decision structures, including single, dual, and multiple-alternative decisions. You'll gain practical experience with flowcharts and decision-making processes, equipping you with the skills to manage complex programming scenarios. The latter part of the course focuses on loop control structures, both simple and nested, and teaches you to implement them effectively through practical exercises and flowcharts. Finally, you'll explore advanced topics such as data structures, including one-dimensional and two-dimensional arrays, and dictionaries. The course also covers subprograms and object-oriented programming, ensuring you have a comprehensive understanding of Visual Basic. With a practical approach, this course is designed to build your confidence in programming, enabling you to tackle real-world problems with ease.What you will learn Understand how computers work and the basics of Visual Basic Install and configure essential software packages Use variables, constants, and handle input/output effectively Apply operators and create trace tables Implement sequence, decision, and loop control structures Explore object-oriented programming and file handling Who this book is for This course is ideal for a wide range of learners. Complete beginners with no prior programming experience will find it particularly beneficial, as it starts from the basics and builds up gradually. High school and college students looking to strengthen their understanding of programming fundamentals will also benefit from this comprehensive guide. Additionally, professionals from non-technical fields who wish to acquire programming skills for career advancement or personal interest will find the course accessible and rewarding.

Computational Thinking With Blockly Games

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Author : Dr. Ashok Banerji
language : en
Publisher: Ashok Banerji
Release Date : 2023-04-14

Computational Thinking With Blockly Games written by Dr. Ashok Banerji and has been published by Ashok Banerji this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-14 with Computers categories.

The first book to teach coding to kids. It is to be used before starting programming in Scratch and using drag-and-drop block programming Many parents want to teach their children about coding but often do not know where to begin or what to cover. The idea for this book evolved to precisely address this need. It is meant for kids and anyone who wants to learn the basics of computer programming and Computational Thinking. Welcome to the world of Computational Thinking for young learners. The book covers foundational problem-solving concepts through simple games, taking young students on a journey of thinking, planning, and solving problems. This book aims to aid this process, promoting creativity and innovation. The importance of teaching coding from the early school years is recognized by many countries. It is now mandatory under the new education policy of Govt. of India. Blockly Games have been adopted in this book as an enjoyable way to introduce computational thinking and programming concepts. The book follows a graded pedagogy with guided discovery (Chapters 1 to 14), semi-guided lessons (Chapters 15 to 16), and open-ended exploration (Chapters 17 to 20). Printed versions: Full colour (ISBN: 9798890260475) and b/w version (ISBN: 9798890261038). Available from Amazon, Flipkart and Notion Press - https://notionpress.com/read/computational-thinking-with-blockly-games. Ebook: https://books.google.co.in/books?id=AMO5EAAAQBAJ&newbks=0&hl=en&source=newbks_fb&redir_esc=y Some reviews: 'Computational Thinking with Blocky Games' by Ashok Banerji PhD is a timely work to build the digital skills of children and prepare them for a future that is volatile, uncertain, complex and ambiguous. Using the open-source software developed by Google, Dr Banerji provides a 20-day package for teachers to introduce systematic and logical thinking using blocks and a gaming environment most suitable to children. This book will go a long way in popularising computational thinking in schools. Sanjaya Mishra PhD, Director, Commonwealth of Learning, British Columbia, Canada “All books are not for children but for every child, there is a book, and this book is a wonderful gift that has been designed especially for young students to master the art of Computational Thinking. In fact, the book is for every age to learn essential 21st-century skills.” Bratati Bhattacharyya, Secretary General and CEO, Shikshayatan Foundation “Written as a step-by-step guide in simple language, this book will help children to learn coding through gameplay.” Dr A.M. Ghosh, Rtd. Prof. and HOD Computer Science, BESU, Shibpur “Loved the book. It helped me to learn the basics of coding,” Daiwik Bhattacharjee, Std. 6 Bombay Scottish School "I recently had the opportunity to read your book and I must say, it's an outstanding resource for parents and young learners alike. Your book beautifully addresses a common challenge faced by parents who want to introduce coding to their children but often need help knowing where to begin or what concepts to cover. Your focus on Computational Thinking as a foundational element is both innovative and essential, as it forms the bedrock of crucial problem-solving skills in today's digital age. I was particularly impressed with how you designed the book, taking young students on a journey of thinking, planning, and problem-solving through simple games. This approach makes learning enjoyable for children and ensures they build a solid understanding of the subject matter. Your emphasis on promoting creativity and innovation complements the learning process, encouraging students to think outside the box and develop unique solutions. The decision to incorporate Blockly Games in the book was brilliant. It provides an interactive and engaging way to introduce computational thinking and programming concepts, making it easier for young learners to grasp the material. The graded pedagogy with guided discovery is a thoughtful addition, allowing students to progress at their own pace while offering proper guidance throughout their learning journey. It is a comprehensive and well-crafted guide that will undoubtedly benefit many young learners and their parents. It will equip them with the necessary skills and mindset to excel in an increasingly technology-driven world. Your dedication to empowering young minds through education is evident throughout the book, and I have no doubt that it will positively impact the lives of those who read it. Thank you for creating such a valuable resource. Your book will undoubtedly inspire many to explore the fascinating world of coding and Computational Thinking." Rahid Alekberli MIEEE, MACM, Technology Business Leader, Advisor ADA University, Azerbaijan

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.