Algorithmic Thinking
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Algorithmic Thinking
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Author : Daniel Zingaro
language : en
Publisher: No Starch Press
Release Date : 2020-12-15
Algorithmic Thinking written by Daniel Zingaro and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-15 with Computers categories.
A hands-on, problem-based introduction to building algorithms and data structures to solve problems with a computer. Algorithmic Thinking will teach you how to solve challenging programming problems and design your own algorithms. Daniel Zingaro, a master teacher, draws his examples from world-class programming competitions like USACO and IOI. You'll learn how to classify problems, choose data structures, and identify appropriate algorithms. You'll also learn how your choice of data structure, whether a hash table, heap, or tree, can affect runtime and speed up your algorithms; and how to adopt powerful strategies like recursion, dynamic programming, and binary search to solve challenging problems. Line-by-line breakdowns of the code will teach you how to use algorithms and data structures like: The breadth-first search algorithm to find the optimal way to play a board game or find the best way to translate a book Dijkstra's algorithm to determine how many mice can exit a maze or the number of fastest routes between two locations The union-find data structure to answer questions about connections in a social network or determine who are friends or enemies The heap data structure to determine the amount of money given away in a promotion The hash-table data structure to determine whether snowflakes are unique or identify compound words in a dictionary NOTE: Each problem in this book is available on a programming-judge website. You'll find the site's URL and problem ID in the description. What's better than a free correctness check?
Anyone Can Code Algorithmic Thinking
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Author : Ali Arya
language : en
Publisher: Ali Arya
Release Date : 2023-11-23
Anyone Can Code Algorithmic Thinking written by Ali Arya and has been published by Ali Arya this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-23 with Computers categories.
As the second book in the Anyone Can Code series, Algorithmic Thinking focuses on the logic behind computer programming and software design. With a data-centred approach, it starts with simple algorithms that work on simple data items and advances to more complex ones covering data structures and classes. Examples are given in C/C++ and Python and use both plain text and graphics applications to illustrate the concepts in different languages and forms. With the advances in artificial intelligence and automated code generators, it is essential to learn about the logic of what a code needs to do, not just how to write the code. Anyone Can Code: Algorithmic Thinking is suitable for anyone who aims to improve their programming skills and go beyond the simple craft of programming, stepping into the world of algorithm design. This book is independent of the first one in the series but assumes some basic familiarity with programming, such as language syntax.
The Tensions Of Algorithmic Thinking
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Author : David Beer
language : en
Publisher: Policy Press
Release Date : 2024-02-13
The Tensions Of Algorithmic Thinking written by David Beer and has been published by Policy Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-13 with Computers categories.
In this pioneering book, David Beer redefines emergent algorithmic technologies as the new systems of knowing. He examines the acute tensions they create and how they are changing what is known and what is knowable.
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.
C And Algorithmic Thinking For The Complete Beginner
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Author : Aristides Bouras
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-06-19
C 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 2024-06-19 with Computers categories.
Dive into the world of C# and algorithmic thinking with Aristides Bouras's comprehensive guide for complete beginners. Master fundamental concepts, from basic algorithms to advanced programming techniques, using Visual Studio. Key Features Comprehensive introduction to C# and algorithmic thinking with step-by-step guidance. Practical exercises with real-world applications, along with integration of Visual Studio Code. Detailed explanations and tips for mastering complex topics. Book DescriptionThis course takes you on a journey through the basics of C# programming and algorithmic thinking, tailored specifically for complete beginners. Starting with an understanding of how a computer works, you will explore integrated development environments, essential software packages, and basic algorithmic concepts. As you progress, you will delve deeper into key programming constructs such as variables, constants, input and output handling, operators, and control structures. The course emphasizes practical application, guiding you through exercises involving complex mathematical expressions, string manipulations, decision structures, and loop control structures. By the time you reach the advanced sections, you will have a comprehensive understanding of data structures, subprograms, and object-oriented programming. Designed to be engaging and informative, this course offers tips, tricks, and detailed explanations to help you master each concept. The use of Visual Studio Code is seamlessly integrated, providing you with hands-on experience in a real-world development environment. By the end of the course, you will be well-equipped to tackle more advanced programming challenges and continue your journey in the world of software development.What you will learn Understand how a computer works and the basics of C# Develop and debug programs using Visual Studio Master variables, constants, operators, and control structures Implement decision and loop control structures effectively Work with one-dimensional and two-dimensional arrays Gain proficiency in subprograms and object-oriented programming Who this book is for This course is ideal for complete beginners with no prior programming experience. It caters to students just entering the field of computer science, hobbyists interested in exploring programming as a new pastime, and professionals from non-technical backgrounds aiming to transition into tech roles. Educators can use it as a structured teaching resource, while parents can support their children's coding interests. With basic familiarity with computers recommended but not required, this course opens the door to gain foundational knowledge in C# programming and algorithmic thinking.
Research Anthology On Computational Thinking Programming And Robotics In The Classroom
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Author : Management Association, Information Resources
language : en
Publisher: IGI Global
Release Date : 2021-07-16
Research Anthology On Computational Thinking Programming And Robotics In The Classroom written by Management Association, Information Resources and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-16 with Education categories.
The education system is constantly growing and developing as more ways to teach and learn are implemented into the classroom. Recently, there has been a growing interest in teaching computational thinking with schools all over the world introducing it to the curriculum due to its ability to allow students to become proficient at problem solving using logic, an essential life skill. In order to provide the best education possible, it is imperative that computational thinking strategies, along with programming skills and the use of robotics in the classroom, be implemented in order for students to achieve maximum thought processing skills and computer competencies. The Research Anthology on Computational Thinking, Programming, and Robotics in the Classroom is an all-encompassing reference book that discusses how computational thinking, programming, and robotics can be used in education as well as the benefits and difficulties of implementing these elements into the classroom. The book includes strategies for preparing educators to teach computational thinking in the classroom as well as design techniques for incorporating these practices into various levels of school curriculum and within a variety of subjects. Covering topics ranging from decomposition to robot learning, this book is ideal for educators, computer scientists, administrators, academicians, students, and anyone interested in learning more about how computational thinking, programming, and robotics can change the current education system.
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
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Author : Paolo Ferragina
language : en
Publisher: Springer
Release Date : 2018-08-21
Computational Thinking written by Paolo Ferragina and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-21 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.
The Cambridge Handbook Of Computing Education Research
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Author : Sally A. Fincher
language : en
Publisher:
Release Date : 2019-02-13
The Cambridge Handbook Of Computing Education Research written by Sally A. Fincher and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-13 with Computers categories.
This is an authoritative introduction to Computing Education research written by over 50 leading researchers from academia and the industry.
Computer Science
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Author : Subrata Dasgupta
language : en
Publisher: Oxford University Press
Release Date : 2016
Computer Science written by Subrata Dasgupta and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Computers categories.
While the development of Information Technology has been obvious to all, the underpinning computer science has been less apparent. Subrata Dasgupta provides a thought-provoking introduction to the field and its core principles, considering computer science as a science of symbol processing.