Applied Computational Thinking With Python Second Edition

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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.

Applied Computational Thinking With Python

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Author : Sofía De Jesús
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-12-29

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 2023-12-29 with Computers categories.

Use the computational thinking philosophy to solve complex problems by designing appropriate algorithms to produce optimal results across various domains Key Features Develop logical reasoning and problem-solving skills that will help you tackle complex problems Explore core computer science concepts and important computational thinking elements using practical examples Find out how to identify the best-suited algorithmic solution for your problem Book DescriptionComputational 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 learn Find out how to use decomposition to solve problems through visual representation Employ pattern generalization and abstraction to design solutions Build analytical skills to assess algorithmic solutions Use computational thinking with Python for statistical analysis Understand the input and output needs for designing algorithmic solutions Use computational thinking to solve data processing problems Identify errors in logical processing to refine your solution design Apply computational thinking in domains, such as cryptography, and machine learning Who 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.

Applied Computational Thinking With Python Second Edition

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Author : Sofía de Jesús
language : en
Publisher:
Release Date : 2023-12-29

Applied Computational Thinking With Python Second Edition written by Sofía de Jesús and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-29 with Computers categories.

Applied Computational Thinking with Python provides a hands-on approach to implementation and associated methodologies that will have you up-and-running, and productive in no time.

Hands On Blockchain For Python Developers

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Author : Arjuna Sky Kok
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-06-28

Hands On Blockchain For Python Developers written by Arjuna Sky Kok 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 2024-06-28 with Computers categories.

Write popular DeFi and NFT smart contracts with Vyper, a Pythonic programming language, and integrate blockchain with real-world applications using Python Key Features Use the world's easiest programming language to build web3 applications Write common smart contracts like decentralized exchanges, NFT marketplaces, and lending applications Unlock deeper levels of insights with technologies relating to blockchain, such as IPFS and Layer 2 Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionWe are living in the age of decentralized fi nance and NFTs. People swap tokens on Uniswap, borrow assets from Aave, send payments with stablecoins, trade art NFTs on OpenSea, and more. To build applications of this kind, you need to know how to write smart contracts. This comprehensive guide will help you explore all the features of Vyper, a programming language designed to write smart contracts. You’ll also explore the web3.py library. As you progress, you’ll learn how to connect to smart contracts, read values, and create transactions. To make sure your foundational knowledge is strong enough, the book guides you through Ape Framework, which can help you create decentralized exchanges, NFT marketplaces, voting applications, and more. Each project provides invaluable insights and hands-on experience, equipping you with the skills you need to build real-world blockchain solutions. By the end of this book, you’ll be well versed with writing common Web3 applications such as a decentralized exchange, an NFT marketplace, a voting application, and more.What you will learn Understand blockchain and smart contracts Learn how to write smart contracts with Vyper Explore how to use the web3.py library and Ape Framework Discover related technologies such as Layer 2 and IPFS Gain a step-by-step guide to writing an automated market maker (AMM) decentralized exchange (DEX) smart contract Build innovative, interactive, and token-gated Web3 NFT applications Who this book is for This blockchain book is for developers interested in understanding blockchain and smart contracts. It is suitable for both technology enthusiasts looking to explore blockchain technology and programmers who aspire to become smart contract engineers. Basic knowledge of GNU/Linux and Python programming is mandatory to get started with this book.

Computational Thinking For Life Scientists

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Author : Benny Chor
language : en
Publisher: Cambridge University Press
Release Date : 2022-09-08

Computational Thinking For Life Scientists written by Benny Chor and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-08 with Computers categories.

Introduces fundamental computational ideas and concepts in a biological context, with real-world examples and exercises in Python.

Handbook Of Research On Revisioning And Reconstructing Higher Education After Global Crises

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Author : Hai-Jew, Shalin
language : en
Publisher: IGI Global
Release Date : 2023-01-20

Handbook Of Research On Revisioning And Reconstructing Higher Education After Global Crises written by Hai-Jew, Shalin and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-20 with Education categories.

Global challenges, in a chaotic context, are ever in play, emerging and receding in time. At the present moment, the global challenges of the COVID-19 pandemic have resulted in several years of mass-scale challenges and lost learning and socialization from K-12 to higher education for many. The pandemic has been a high consequence and continuing event. Universities and colleges have been under unprecedented budgetary strain. Despite all the immense and irreparable human losses, humanity is moving forward with lessons from the past several years. The Handbook of Research on Revisioning and Reconstructing Higher Education After Global Crises explores how global higher education will recover from the global pandemic at the micro-, meso-, and macro-levels, and how they will re-establish their relevance for teaching and learning, research and innovation, and social contributions. Covering topics such as campus life, online library services, and Indigenous students, this major reference work is an essential resource for educators and administrators of higher education, government officials, students of higher education, librarians, researchers, and academicians.

Computational Physics

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Author : Rubin H. Landau
language : en
Publisher: John Wiley & Sons
Release Date : 2015-06-11

Computational Physics written by Rubin H. Landau and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-11 with Science categories.

The use of computation and simulation has become an essential part of the scientific process. Being able to transform a theory into an algorithm requires significant theoretical insight, detailed physical and mathematical understanding, and a working level of competency in programming. This upper-division text provides an unusually broad survey of the topics of modern computational physics from a multidisciplinary, computational science point of view. Its philosophy is rooted in learning by doing (assisted by many model programs), with new scientific materials as well as with the Python programming language. Python has become very popular, particularly for physics education and large scientific projects. It is probably the easiest programming language to learn for beginners, yet is also used for mainstream scientific computing, and has packages for excellent graphics and even symbolic manipulations. The text is designed for an upper-level undergraduate or beginning graduate course and provides the reader with the essential knowledge to understand computational tools and mathematical methods well enough to be successful. As part of the teaching of using computers to solve scientific problems, the reader is encouraged to work through a sample problem stated at the beginning of each chapter or unit, which involves studying the text, writing, debugging and running programs, visualizing the results, and the expressing in words what has been done and what can be concluded. Then there are exercises and problems at the end of each chapter for the reader to work on their own (with model programs given for that purpose).

Computational Thinking And How To Develop It In The Educational Process

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Author : Klement, Milan
language : en
Publisher: Palacky University Olomouc
Release Date :

Computational Thinking And How To Develop It In The Educational Process written by Klement, Milan and has been published by Palacky University Olomouc this book supported file pdf, txt, epub, kindle and other format this book has been release on with Education categories.

The ongoing development of information and communication technologies, including their introduction into education, continues to place new demands on pupils and teachers of informatics subjects, who must be prepared to respond to this development. One of these requirements is to develop the computational thinking of pupils as an integral part of the competences they must possess in the context of a contemporary information society. The presented monograph has attempted to provide answers to some of the questions that focus on the extent to which the competences of pupils or students in digital literacy and computational thinking can be developed and how the use of these approaches and methods is perceived by teachers of informatics subjects.

Applied Informatics

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Author : Hector Florez
language : en
Publisher: Springer Nature
Release Date : 2019-10-28

Applied Informatics written by Hector Florez and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-28 with Computers categories.

This book constitutes the thoroughly refereed papers of the Second International Conference on Applied Informatics, ICAI 2019, held in Madrid, Spain, in November 2019. The 37 full papers and one short paper were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on bioinformatics; data analysis; decision systems; health care information systems; IT Architectures; learning management systems; robotic autonomy; security services; socio-technical systems; software design engineering.

Research In Mathematics Education In Australasia 2020 2023

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Author : Carmel Mesiti
language : en
Publisher: Springer Nature
Release Date : 2024-07-02

Research In Mathematics Education In Australasia 2020 2023 written by Carmel Mesiti and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-02 with Education categories.

This book provides a critical review of research in mathematics education published in or about the Australasian region in the four years from 2020 to 2023. Research in Mathematics Education in Australasia 2020-2023 (RiMEA 2020-2023) is the eleventh edition of the four-yearly review of mathematics education research in Australasia. It is compiled by the Mathematics Education Research Group of Australasia (MERGA). It is primarily focused on research from Australia, New Zealand, and Singapore but also includes research from other Southeast Asian countries and the South Pacific. Although each edition of RiMEA is shaped by the preceding volumes, each new edition evolves in response to events coinciding with each new review period. Following an introduction by the editors, RiMEA 2020-2023 will contain a reflection chapter authored by the editors of the previous edition, 'Research in Mathematics Education in Australasia 2016–2019,' on how research in mathematics education in theAustralasian region has progressed over the four years since. This book provides a comprehensive critical review of research literature in the Australasian region on significant topics published within the review period. It serves as a resource for researchers and promotes quality research in the Australasian region. Furthermore, it provides an introduction to mathematics education research in the Australasian region for Ph.D. candidates, early career researchers, and other researchers beginning a new field of research.