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?

Applied Computational Thinking With Python

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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.

Algorithmic Thinking 2nd Edition

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Author : Daniel Zingaro
language : en
Publisher: No Starch Press
Release Date : 2024-01-23

Algorithmic Thinking 2nd Edition 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 2024-01-23 with Computers categories.

Get in the game and learn essential computer algorithms by solving competitive programming problems, in the fully revised second edition of the bestselling original. (Still no math required!) Are you hitting a wall with data structures and algorithms? Whether you’re a student prepping for coding interviews or an independent learner, this book is your essential guide to efficient problem-solving in programming. UNLOCK THE POWER OF DATA STRUCTURES & ALGORITHMS: Learn the intricacies of hash tables, recursion, dynamic programming, trees, graphs, and heaps. Become proficient in choosing and implementing the best solutions for any coding challenge. REAL-WORLD, COMPETITION-PROVEN CODE EXAMPLES: The programs and challenges in this book aren’t just theoretical—they’re drawn from real programming competitions. Train with problems that have tested and honed the skills of coders around the world. GET INTERVIEW-READY: Prepare yourself for coding interviews with practice exercises that help you think algorithmically, weigh different solutions, and implement the best choices efficiently. WRITTEN IN C, USEFUL ACROSS LANGUAGES: The code examples are written in C and designed for clarity and accessibility to those familiar with languages like C++, Java, or Python. If you need help with the C code, no problem: We’ve got recommended reading, too. Algorithmic Thinking is the complete package, providing the solid foundation you need to elevate your coding skills to the next level.

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.

Computational And Algorithmic Thinking

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Author : Clark David I.
language : en
Publisher:
Release Date : 2016

Computational And Algorithmic Thinking written by Clark David I. and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Algorithms categories.

Python And Algorithmic Thinking For The Complete Beginner

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Author : Aristides Bouras
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-06-14

Python 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 2024-06-14 with Computers categories.

Unlock the power of Python with this comprehensive guide, “Python and Algorithmic Thinking for the Complete Beginner.” It covers everything from computer basics to advanced decision and loop control structures. Key Features Comprehensive coverage from basic computer operations to advanced programming concepts Step-by-step progression of each topic, along with tips and tricks to enhance coding efficiency In-depth exploration of Python and algorithmic thinking with exercises and practical examples Book DescriptionThis course is meticulously designed to take beginners on a journey through the fascinating world of Python programming and algorithmic thinking. The initial chapters lay a strong foundation, starting with the basics of how computers operate, moving into Python programming, and familiarizing learners with integrated development environments like IDLE and Visual Studio Code. Further, the course delves into essential programming constructs such as variables, constants, input/output handling, and operators. You'll gain practical experience with trace tables, sequence control structures, and decision control structures through comprehensive exercises and examples. The curriculum emphasizes hands-on learning with chapters dedicated to manipulating numbers, strings, and understanding complex mathematical expressions. By mastering these concepts, you'll be well-prepared to tackle more advanced topics. The final chapters introduce you to object-oriented programming and file manipulation, rounding out your skill set. Throughout the course, practical tips and tricks are provided to enhance your coding efficiency and problem-solving skills. By the end of this course, you will have a robust understanding of Python programming and the ability to apply algorithmic thinking to solve real-world problems.What you will learn Understand how computers work and the basics of Python programming Install and use integrated development environments (IDEs) Develop skills in decision and loop control structures Manipulate data using lists, dictionaries, and strings Apply algorithmic thinking to solve complex problems Gain proficiency in object-oriented programming & file manipulation Who this book is for This course is ideal for absolute beginners with no prior programming experience. Basic computer literacy is required, but no specific knowledge of programming or algorithms is necessary. It is also suitable for individuals looking to refresh their Python skills and enhance their understanding of algorithmic thinking. High school and college students interested in programming, professionals seeking to upskill, and hobbyists eager to learn a new programming language will all find value in this course.

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.

Java 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

Java 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.

Dive into the world of Java and algorithmic thinking with this book. This comprehensive guide for beginners covers everything from basic computer operations to advanced programming concepts. Key Features Introduction to Java & algorithmic thinking with a proper guide from basic to advanced concepts Tips and tricks to enhance programming efficiency, and exercises for real-world application Detailed exploration of control structures, data structures, and subprograms Book DescriptionBegin your programming journey with a comprehensive course designed to introduce you to the world of Java and algorithmic thinking. The course starts by laying a solid foundation with an understanding of how computers work and an introduction to integrated development environments. As you advance, you'll delve into essential Java concepts, learning about variables, constants, and basic algorithmic concepts that are crucial for any aspiring programmer. Moving forward, the course offers a deep dive into more complex topics, including handling input and output, using operators, and creating trace tables. You'll get hands-on experience with Visual Studio Code and explore sequence control structures, manipulating numbers, and crafting complex mathematical expressions. In the final stages, the course covers advanced topics such as data structures, subprograms, and object-oriented programming. You'll learn to manipulate one-dimensional and two-dimensional arrays, work with HashMaps, and understand the intricacies of user-defined subprograms. The course concludes with a focus on file management and offers numerous tips and tricks to enhance your programming efficiency. By the end, you'll have a strong foundation in Java programming and algorithmic thinking, well-prepared to tackle more advanced challenges.What you will learn Understand the fundamentals of how computers work Master Java programming basics and IDEs Develop proficiency in handling operators, and trace tables Implement sequence and decision control structures in programming Manipulate numbers, strings, and complex expressions Utilize arrays, HashMaps, and other data structures effectively Who this book is for This course is perfect for complete beginners with no prior programming experience, including high school students and hobbyists. It is also suitable for those with a basic understanding of computers who wish to deepen their knowledge of Java and algorithmic thinking. Additionally, college students in non-computer science majors, professionals seeking a career change into tech, and educators looking to incorporate programming into their curriculum will benefit from this comprehensive guide. No prerequisites are required, making it accessible to anyone eager to learn.

Algorithmic Thinking

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Author : Luis Carlos Díaz Chaparro
language : en
Publisher:
Release Date : 2020

Algorithmic Thinking written by Luis Carlos Díaz Chaparro and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.

This thesis researches the essence of algorithmic thinking. What does the term mean? What are its central concepts and elements, and what is its importance for developing programs? How to teach algorithmic thinking in the introductory parts of computer science, such as programming? "Computational thinking" is related to algorithmic thinking, but the two are not the same. Computational thinking has been promoted as a mode of reasoning about problems and methods of their solution aimed at computing as the activity of computers; algorithmic thinking involves a thought process in and towards algorithms. Algorithmic thinking is associated with that kind of thought that the machine would have if it could think. That kind of thought is necessary to reduce a phenomenon from the real world to the computational world. A semiotic transformation that is characterized by the rigor of precision, clarity, unambiguity, and by being operational. Insofar, algorithmic thinking is more abstract; it does not necessarily strive to compute; it instead is about developing computable functions. Algorithmic thinking is the leading mental activity required in preparation for developing programs. However, it must not be restricted to the field of programming. One particular effort of the thesis is pedagogical considerations about teaching algorithmic thinking in the introductory computer science courses focused on programming. The current emphasis on a more explicit understanding of algorithmic thinking represents a renewed vision to prepare young students in fields influenced by computing.

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.