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This work presents a study investigating social and curricular factors that lead to student retention and attrition in introductory Computer Science at UC Berkeley. CS10 and CS61A are identified as critical gateway classes in the curricula pipeline. To address the impedance match between the performance of CS10 students in CS61A, a new curricula Data Science unit, with a culturally-relevant learning experience, has been created for CS10. Prelimi- nary results show agreement with theoretical predictions and significant improvement over previous efforts. The central argument of this work is the belief that historically under- represented students in Computer Science increase their affinity for and ability to persist in Computer Science classes when they feel like what they are learning has some relevance outside the Computer Science classroom. This work introduces a learning framework for the computational exploration of data, within the context of an introductory Computer Science class. The work presented here has profound implications for future studies of how culturally resonant curriculum may one day help solve the problem of low-representation of female andethnic minority students in the field of Computer Science.
HOW THINGS WORK is a curiosity-quenching guide that dives into many marvels, both natural and manmade. Humans have been able to create amazing things by thinking outside the box; thanks to human ingenuity, you now get to board a train, keep your milk in the refrigerator, use a cell phone, and do all sorts of other fascinatingly mundane things. However, we assure you that these things were once considered far from mundane!In How Things Work, you'll learn about: The natural worldElectronicsBatteriesRocketsEnginesAnd so much more!The great men and women who invented these things had great minds, and they put them to great use, imagining brand-new tools and ways of doing things. HOW THINGS WORK is designed to open up brand new vistas of thought and to allow your mind to roam free and think creatively. Who knows? You just may shine that creative spark so brightly that you yourself end up in a book very much like this one!Are you ready to learn more about the world around you?Scroll up, Click on "Buy Now", and Grab a Copy Today!
Ready to become a programming pro? "C# & C++" is your ultimate guide to mastering both C# and C++ effortlessly. Whether you're a beginner starting your coding journey or a seasoned developer looking to expand your skills, this book is tailor-made for you.Table of Contents:Chapter 1: Introduction to C# and C++1.1. Evolution of Programming Languages1.2. Role of C# in Modern Software1.3. Significance of C++ in System ProgrammingChapter 2: Setting Up Your Dev Environment2.1. Installing and Configuring Visual Studio for C#2.2. Setting Up C++ Environment in Visual Studio2.3. Alternative IDEs and ToolsChapter 3: Basics of C# Programming3.1. C# Syntax and Structure3.2. Variables, Data Types, and Operators3.3. Control Flow and Decision MakingChapter 4: C++ Fundamentals4.1. Anatomy of a C++ Program4.2. C++ Data Types and Operators4.3. Control Statements and LoopsChapter 5: Object-Oriented Programming in C#5.1. Classes and Objects5.2. Inheritance and Polymorphism5.3. Encapsulation and AbstractionChapter 6: Object-Oriented Programming in C++6.1. Classes and Objects6.2. Inheritance and Polymorphism6.3. Encapsulation and AbstractionChapter 7: Memory Management and Pointers7.1. Memory Allocation and Deallocation in C++7.2. Pointers and References7.3. Memory Management Best PracticesChapter 8: Advanced C# Features8.1. Exception Handling and Error Management8.2. Delegates, Events, and Lambdas8.3. Asynchronous Programming and MultithreadingChapter 9: Advanced C++ Topics9.1. Templates and Generic Programming9.2. Advanced C++ Features: Smart Pointers, RAII, and Move Semantics9.3. Concurrency and MultithreadingChapter 10: Interoperability and Integration10.1. Bridging C# and C++: Interoperability Techniques10.2. Building Mixed-Language Apps10.3. Real-World Examples of C# and C++ IntegrationConclusion: Bridging Worlds, Unlocking PotentialWrap up your journey through C# and C++Become a programming maestro with "C# & C++." Whether you're a beginner or pro, this guide is your ticket to mastering both languages. Start coding like a pro today!
If you're a young aspiring coder or a parent looking for a fantastic way to introduce your child to the world of programming, look no further! "Python Coding for Kids" is the ultimate learning tool. Let's take a peek at what awaits inside:Chapter 1: Introduction to PythonDiscover Python, the language of creativity and problem-solving.Set up your Python environment and write your first code.Chapter 2: Getting Started with PythonDive into Python with your very first program.Learn to print messages and perform math like a pro.Chapter 3: Making Decisions with PythonMaster conditional statements and logical operators.Chapter 4: Loops and IterationExplore loops with 'while' and 'for' loops.Get a handle on loop control statements.Chapter 5: Functions and Modular ProgrammingUnleash the power of functions and libraries.Create your own functions and modules.Chapter 6: Lists and Data StructuresUnderstand lists and data structures.Modify lists and use them in loops.Chapter 7: Dictionaries and SetsDelve into dictionaries and sets.Perform set operations and explore real-life applications.Chapter 8: File Handling and Input/OutputMaster reading and writing files.Work with CSV and JSON data.Chapter 9: Introduction to Object-Oriented ProgrammingLearn the basics of OOP, including classes and inheritance.Chapter 10: Fun Projects and BeyondCreate a guessing game and a to-do list application.Explore Python's vast libraries and frameworks."Python Coding for Kids" is the perfect companion for young minds eager to explore the fascinating world of coding. Get ready to embark on an exciting journey and turn your coding dreams into reality!
Discover "The Coding Course from Beginner to Advanced," your gateway to mastering the world of programming. This comprehensive guide will take you from coding novice to advanced developer, providing you with the skills and knowledge needed to excel in the ever-evolving world of coding.Chapter 1: Introduction to CodingLearn what coding is and why it's essential.Get started with the tools you need to begin your coding journey.Chapter 2: Programming FundamentalsUnderstand the core of coding, including algorithms and control structures.Dive into variables and data types to make your code dynamic.Chapter 3: The Basics of a Programming LanguageExplore the syntax and semantics of programming languages.Master input/output operations, functions, and libraries.Chapter 4: Building Your First ProgramSet up your development environment like a pro.Write, run, and troubleshoot your first lines of code with confidence.Chapter 5: Data Structures and AlgorithmsDiscover essential data structures like arrays, lists, dictionaries, and sets.Learn sorting and searching algorithms to solve real-world problems.Chapter 6: Object-Oriented Programming (OOP)Uncover the secrets of OOP concepts, classes, and objects.Explore inheritance and polymorphism for advanced coding techniques.Chapter 7: Web Development BasicsVenture into web development with HTML, CSS, and JavaScript.Build a simple website to apply your newfound skills.Chapter 8: Intermediate Programming ConceptsMaster exception handling and file handling techniques.Explore advanced data structures for tackling complex tasks.Chapter 9: Advanced Topics in CodingConquer multithreading and concurrency for efficient programming.Enhance data security and encryption skills.Get a taste of machine learning with an introductory chapter.Chapter 10: Becoming an Advanced CoderUnderstand the Software Development Life Cycle (SDLC) for project management.Master version control with Git for collaborative coding.Hone your problem-solving skills and excel in project development.ConclusionWrap up your journey with a comprehensive understanding of coding.Equip yourself with the skills needed to excel in the digital world."The Coding Course from Beginner to Advanced" is your ultimate resource, whether you're starting from scratch or aiming to elevate your coding abilities. Grab your copy today and embark on a journey that will empower you with the coding skills necessary to thrive in the tech-driven world.
In "Bard die Google KI" wird ein umfassender Blick auf die transformative Kraft der Künstlichen Intelligenz im Bereich der Textgenerierung geworfen. Das Buch ist in mehrere Kapitel unterteilt, die jeweils unterschiedliche Aspekte dieser revolutionären Technologie beleuchten.Das erste Kapitel bietet eine Einführung in die Grundlagen der automatisierten Textgenerierung, einschließlich der technologischen Infrastruktur, die diese Entwicklung ermöglicht. Es folgt eine detaillierte Analyse der verschiedenen Anwendungsgebiete, von Marketing und Journalismus bis hin zu wissenschaftlichen Publikationen und Unternehmenskommunikation.Im weiteren Verlauf des Buches werden die Vorteile und Limitationen der Technologie diskutiert. Hier werden Fragen der Effizienz, Konsistenz und Qualität der generierten Inhalte behandelt. Verschiedene Anwendungsbeispiele in Bereichen wie Human Resources, interne Kommunikation und kreative Anwendungen werden vorgestellt, um die Vielseitigkeit der Technologie zu demonstrieren. Das Buch schließt mit einem Vergleich zu ähnlichen Technologien ab und bietet einen Ausblick auf aktuelle Trends und Forschung im Bereich der KI-gesteuerten Textgenerierung und skizziert potenzielle Weiterentwicklungen.Dieses Buch wirft nicht nur einen Blick auf die Leistungsfähigkeit von Google Bard sondern ist für alle, die sich für die Auswirkungen der KI auf die Content-Erstellung interessieren. Es bietet fundierte Einblicke und praktische Anleitungen und ist damit ein unverzichtbares Werk für jeden, der die Zukunft der Content-Erstellung aktiv mitgestalten möchte.
Calling all designers and developers! This is your all-in-one guide to data-driven UX design for digital products. See how an effective user experience incorporates insights from psychology, design principles, and practical data. Follow a proven approach for selecting your design methods, and then walk through the data-driven UX design process in detail: perform context analysis, specify requirements, develop solution prototypes, and test your products. Learn from example case studies and full-color illustrations to take your design to the next level!In this book, you'll learn about:a. Theory of Design What makes design effective? Get to know the building blocks that create an incredible user experience: ergonomics and usability, data evaluation, user research, human information processing, design principles, and more. b. UX Design Process Master data-driven UX design. Explore methods to analyze the context of use for your design project. Use techniques such as prototypes and wireframes to develop a design solution, and then refine it through usability and UX testing. c. Design in ActionSee examples of design come to life! Follow three case studies that illustrate the design process for digital products: a B2C mobility application, a B2B customer relationship management application, and a B2C/B2B medical appointment portal. Highlights include:1) Data-driven UX design 2) B2B and B2C applications3) User researcher skills4) Psychological foundations 5) Design principles6) Context of use analysis7) Requirements formulation 8) Prototypes and wireframes 9) Design testing and evaluation 10) Decision matrices 11) Use cases
Plongez dans l'univers des cryptomonnaies>De l'ésotérisme à la maîtrise>Une ressource inestimable pour les passionnésEn plus des définitions, explorez les technologies sous-jacentes comme la blockchain, les contrats intelligents, l'extraction de cryptomonnaie et les protocoles de consensus. Comprenez les enjeux et opportunités définissant le paysage des cryptomonnaies. Restez informé des tendances du marché, saisissez les concepts émergents ou renforcez votre expertise en cryptomonnaies. Ce dictionnaire est votre fidèle allié ressource inestimable pour étudiants, professionnels et passionnés. Explorez le fonctionnement de Bitcoin, les mécanismes de DeFi ou les technologies de cryptage. Votre passe d'accès à l'univers captivant de la cryptomonnaie.
Découvrez le guide parfait pour devenir le meilleur testeur QAT en un rien de temps. Ce guide vous propose 33 domaines de tests spécifiques qui amélioreront vos compétences en matière de tests. Chaque section peut être lue en 2 minutes et contient des actions spécifiques que vous pouvez entreprendre pour améliorer vos compétences en matière de tests. Ce dont vous avez besoin, ce sont des explications claires et des conseils sur la manière de communiquer les résultats de vos tests, sur la manière de constituer une équipe de test ou sur la manière de tirer le meilleur parti des membres les plus réticents de votre équipe de test - c'est précisément ce que propose ce livre. Ce livre propose des conseils pratiques. Vous pouvez accéder et sortir de sections spécifiques pour obtenir des conseils et des astuces sur des domaines que vous connaissez peut-être déjà ou sur des domaines que vous ne connaissez pas très bien. Lancez-vous et utilisez-le comme guide pour vous aider à naviguer dans les eaux agitées de QAT ! Peu importe que vous commenciez votre parcours dans le domaine de l'assurance qualité et des tests, que vous soyez à mi-chemin de votre carrière ou même si vous travaillez à un niveau supérieur, il y a toujours place à l'amélioration. Voici quelques-unes des choses que le testeur en 2 minutes peut vous offrir: 33 routines spécifiques et exploitables qui feront de vous un meilleur professionnel du QAT.Des façons de combiner vos compétences générales et techniques pour devenir un meilleur testeur.Comment recruter votre équipe de test "Avengers".Comment rédiger des rapports de bogues qui vont au coeur du problème.Comment gérer avec succès des projets de testsLes moyens les plus simples et les plus efficaces de communiquer les résultats des tests.
Bogens primære formål er at argumentere for, at vi må få mennesker og det analoge liv med ind i den digitale verden, hvis vi i fremtiden skal have meningsfulde liv og et sammenhængende samfund. Kløften mellem det analoge og det digitale liv bliver stadig større, og de negative konsekvenser er kun alt for tydelige i vores verden. Bogen tydeliggør, at når noget digitaliseres, forsvinder det analoge – hvis vi ikke passer på. Bogen beskriver, hvorfor mennesker har et dybtfølt behov for aktiviteter, der præsenterer en levende, tredimensionel oplevelse, der involverer vores krop og alle sanser i samspil med andre mennesker, ting og begivenheder. Menneskers liv i den analoge verden er uerstatteligt. Brug det, eller du mister det! Bogen vil være et vigtigt indlæg i den samfundsmæssige debat, og den vil kunne læses af både alment interesserede, forældre og af professionelle. Uddrag af bogen Meningen med det analoge liv er at kunne afprøve mulighederne – udfolde sit menneskelige potentiale. Det er ofte de små ting i den analoge verden, som skaber betydning. Det gode analoge liv bygger på en evne til at virkeliggøre de muligheder, mennesket er bærer af. I den analoge verden oplever vi glæden. Når vi deler glæder og tanker med andre, bliver vi klogere på os selv og på verden. Om forfatteren Kaj Struve (f. 1950) har arbejdet med rådgivning og vejledning af personale og forældre i folkeskolen i 30 år. Forfatter til 17 fagbøger, to ungdomsromaner samt artikler i fagblade og tidsskrifter.
"Sheds light on how facial recognition technology (FRT) has been developed, used by public authorities, and regulated in jurisdictions across five continents. Offers distinct perspectives from diverse authors across different legal systems, arguing that new rules, frameworks, and approaches are necessary to prevent harms of FRT in the modern state"--
NFTs cause excitement and skepticism. How much value can a token hold? What drives this value?To properly appreciate NFTs we must first understand what they actually are, how they work and in what contexts they are used.The Everything Token is an essential primer on NFTs (non-fungible tokens), explaining their use, purpose, and how businesses can create and exploit them to develop new product lines, building customer loyalty and increased revenues at the same time.Together the authors have spent much of the past few years embedded in NFT communities and helping launch NFT products. As self-described beta testers of this brand-new technology, they've seen its power first-hand and aim to educate others on the importance, uses and purpose of NFT and surrounding, ever-evolving technologies.Demystifying the complexities, two experts in NFTs show why we should take NFTs much more seriously than their reputation as fun digital art collectibles suggest. They have a wider variety of uses than one may realise.Gripping and accessible, this book provides a guide and an insight into what can often be a hard-to-grasp area of technology.
The World Wide Web has become an integral part of our lives, and at its core are two essential languages: HTML (HyperText Markup Language) and CSS (Cascading Style Sheets). "HTML and CSS Fundamentals" is your key to understanding and mastering these foundational web development languages. Whether you're new to web development or an experienced professional, this book will empower you to create stunning web experiences from scratch. It covers everything from the basics to advanced techniques and best practices. Join us on this journey through the fascinating world of web development, where you'll learn to build, design, and deploy websites with confidence. Welcome to "HTML and CSS Fundamentals." Let's get started!
Life for Alex Gage, a 24 year old club football player, becomes a roller coaster ride as he stumbles upon a strange letter written by Albert Einstein in 1945. Laura, daughter of professor of physics Mr. John Gable seems like the only person who can help him but, the professor is dead and Laura is nowhere to be found. In his heart stopping chase for the truth, he comes across mysterious clues-- Letters dating back to 1940's, hidden propositions made by great scientists like Albert Einstein and Max Born, an absurd yet scientific theory and so on. He learns that one man who holds the key to everything, is someone named David. Soon he finds himself unraveling the greatest theory that mankind has ever known but, he is not the only one seeking it. Numerical Enigma merges the line between reality and belief. It does so by recounting facts and events in the history of scientific developments and theoretical physics which in the end leaves you with a question, "Is it really possible?"
This book constitutes the refereed post-conference proceedings of the Fifth IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2022, held virtually, in March 2022.The 28 revised full papers presented were carefully reviewed and selected from 96 submissions. The papers cover topics such as computational intelligence for text analysis; computational intelligence for image and video analysis; blockchain and data science.
In an increasingly interconnected world, where technology permeates every aspect of our lives, the need for robust cybersecurity measures has become paramount. This engrossing book delves into the complex and ever-evolving realm of digital security, unraveling the intricate web of threats and vulnerabilities that plague individuals, organizations, and even nations. Drawing upon real-world examples and cutting-edge research, this captivating exploration shines a light on the techniques employed by cybercriminals, the devastating consequences of breaches, and the ingenious methods employed by cybersecurity experts to safeguard against these attacks. From hacking and data breaches to malware and social engineering, the book offers a comprehensive overview of the multifaceted challenges posed by the digital landscape. It empowers readers with practical knowledge and strategies to protect themselves and their digital assets, making it an indispensable guide in an era where cybersecurity is a matter of utmost importance.
This book shares Chinese scholars¿ philosophical views on artificial intelligence. The discussions range from the foundations of AI¿the Turing test and creation of machine intelligence¿to recent applications of AI, including decisions in games, natural languages, pattern recognition, prediction in economic contexts, autonomous behaviors, and collaborative intelligence, with the examples of AlphaGo, Microsoft¿s Xiao Bing, medical robots, etc. The book¿s closing chapter focuses on Chinese machines and explores questions on the cultural background of artificial intelligence. Given its scope, the book offers a valuable resource for all members of the general public who are interested in the future development of artificial intelligence, especially from the perspective of respected Chinese scholars.
In December 1997, an unknown Chinese American author named Iris Changpublished The Rape of Nanking: The Forgotten Holocaust of World War Two. Herpassionate but error strewn account of a sixty-year-old episode of Asian politicalviolence was a spectacular success, with over half a million books sold. Thisthesis asks why. Why that piece of history; why that moment; and why thatauthor and that book? It argues the most compelling answers to these questionsare found if the situation is viewed through the paradigmatic lens of trauma.It therefore offers a theoretical reading of this important historical moment, utilising key theorist, Jeffrey C. Alexander's social theory of cultural trauma. Itexamines parallel historical and social processes in China and the West - centredon trauma, representation and identity - which it argues Iris Chang connectedso profoundly with her book. It claims that The Rape of Nanking is structured toutilise a framework of traumatic understanding constructed around theHolocaust, the defining trauma of the epoch. This allowed her narrative to beread and easily decoded by its audience in the now familiar register of trauma.
We live in a rapidly changing world, called VUCA, with its unique challenges and opportunities for growth and innovation. To be able to adjust changes and navigate complexities, leaders need to be prepared for the crises and opportunities that await them. That is why this book provides current information on the new leadership skills and the ways for enhancing VUCA readiness of educational leaders. This book is thought to be a comprehensive guide to help today¿s educational leaders thrive in VUCA by addressing the topics such as managing change and complexity, authentic leadership, agility, resilience and digital transformation. Thus, the book addresses all practitioners, leaders and teachers who need a practical guide on how to expand their vision, enhance their skills to lead in constantly changing educational environments.
This book constitutes the refereed proceedings of the 22nd International TRIZ Future Conference on Automated Invention for Smart Industries, TFC 2022, which took place in Warsaw, Poland, in September 2022; the event was sponsored by IFIP WG 5.4.The 39 full papers presented were carefully reviewed and selected from 43 submissions. They are organized in the following thematic sections: New perspectives of TRIZ; AI in systematic innovation; systematic innovations supporting IT and AI; TRIZ applications; TRIZ education and ecosystem.
Neural language models are probabilistic models of text parameterized by neural networks. They are widely applicable to applications with outputs consisting of discrete sequences, such as document summarization, question answering, and image captioning. The minimal assumptions about data enable advancements in language modeling to drive improvements across a diverse array of applications. In natural language, structures are both pervasive and essential. For example, a bookis organized into chapters, with a logical flow connecting them; without this structure, the book would lose its coherence. Therefore, effectively understanding and modeling textual sequences requires comprehending and representing the inherent structures. This thesis focuses on structure modeling for language models.
Formal methods refer to rigorous, mathematical approaches to system development and have played a key role in establishing the correctness of safety-critical systems. The main building blocks of formal methods are models and specifications, which are analogous to behaviors and requirements in system design and give us the means to verify and synthesize system behaviors with formal guarantees. In this monograph the authors review the current state of the art of applications of formal methods in the autonomous systems domain. They first consider correct-by-construction synthesis under various formulations in known environments before addressing the concept of uncertainty with systems that employ learning using formal methods including overcoming some limitations of such systems. Finally, they examine the synthesis of systems with monitoring to ensure a system can return to normalcy. They conclude with future directions for formal methods in reinforcement learning, uncertainty, privacy, explainability of formal methods, and regulation and certification. Covering important topics such as synthesis and reinforcement learning it is a comprehensive resource for students, practitioners and researchers on the use of formal methods in modern systems.
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