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Beryl: The Making of a Disability Activist
Par Dustin Galer. 2023
The story of a mid-century working-class housewife whose extraordinary physical transformation empowered her to become a dynamic social activist who…
fueled a movement to create a more inclusive future for people with disabilities.Building a cyber risk management program: Evolving security for the digital age
Par Brian Allen. 2024
Cyber risk management is one of the most urgent issues facing enterprises today. This book presents a detailed framework for…
designing, developing, and implementing a cyber risk management program that addresses your company's specific needs. Ideal for corporate directors, senior executives, security risk practitioners, and auditors at many levels, this guide offers both the strategic insight and tactical guidance you're looking for. You'll learn how to define and establish a sustainable, defendable, cyber risk management program, and the benefits associated with proper implementation. Cyber risk management experts Brian Allen and Brandon Bapst, working with writer Terry Allan Hicks, also provide advice that goes beyond risk management. You'll discover ways to address your company's oversight obligations as defined by international standards, case law, regulation, and board-level guidance. This book helps you: understand the transformational changes digitalization is introducing, and new cyber risks that come with it; learn the key legal and regulatory drivers that make cyber risk management a mission-critical priority for enterprises; gain a complete understanding of four components that make up a formal cyber risk management program; and implement or provide guidance for a cyber risk management program within your enterpriseDispersals: On Plants, Borders, and Belonging
Par Jessica J. Lee. 2024
INSTANT TORONTO STAR BESTSELLERThe prize-winning and bestselling author of Two Trees Make a Forest turns to the lives of plants…
entangled in our human world to explore belonging, displacement, identity, and the truths of our shared futureA seed slips beyond a garden wall. A tree is planted on a precarious border. A shrub is stolen from its culture and its land. What happens when these plants leave their original homes and put down roots elsewhere?The themes in these fourteen essays become invigorating and intimate in Lee’s hands, centering on the lives of plants like seaweed, tangelos, and soy, and their entanglement with our human worlds. Lee explores the rich backstory of cherry trees in Berlin; a tea plant that grows in the Himalayan foothills just southwest of China; the world of algae and wakame, and the journeys they’ve made to reach us.Each of the plants considered in this collection are somehow perceived as being "out of place"—weeds, samples collected through imperial science, crops introduced and transformed by our hand. Lee looks at these plant species in their own context, even when we find them outside of it.Dispersals draws a gorgeous, sprawling map of the diaspora of flora. Combining memoir, history, and scientific research in poetic prose, Jessica J. Lee meditates on the question of how both plants and people come to belong, why both cross borders, and how our futures are more entwined than we might imagine.Out of Darkness: Rumana Monzur's Journey through Betrayal, Tyranny and Abuse
Par Denise Chong. 2024
From the bestselling author of The Concubine’s Children and The Girl in the Picture, a gripping story of a domestic…
assault that shocked the world, of the exercise of power and political influence, and of the Bangladeshi woman whose irrepressible spirit found light in sudden darkness.From the outside, Rumana seemed an unlikely victim of domestic abuse: married to a man of her own choosing and progressing in her career as a professor of international relations at Dhaka University. But in 2011, on return from graduate studies at the University of British Columbia, her husband attacked and blinded her in front of their young daughter. As Rumana's horrifying story garnered international headlines, and connections brought her to Vancouver in an attempt—ultimately futile—to restore her sight, her plight underscored the fact that there are no typical victims of intimate-partner violence. Denise Chong goes behind the headlines to reveal the devolution of a love story into a tale of tyranny behind closed doors, and the pursuit of justice that proved all the more elusive during the rise of social media. Out of Darkness tells a globe-spanning narrative of loyalty, perseverance and a woman’s determination to face the future and rebuild a life with meaning.Knife: Meditations after an Attempted Murder
Par Salman Rushdie. 2024
From internationally renowned writer and Booker Prize winner Salman Rushdie, a searing, deeply personal account of enduring—and surviving—an attempt on…
his life thirty years after the fatwa that was ordered against him.Speaking out for the first time, and in unforgettable detail, about the traumatic events of August 12, 2022, Salman Rushdie answers violence with art, and reminds us of the power of words to make sense of the unthinkable. Knife is a gripping, intimate, and ultimately life-affirming meditation on life, loss, love, art—and finding the strength to stand up again.Artificial Intelligence with Microsoft Power BI
Par Jen Stirrup, Thomas J. Weinandy. 2024
Advance your Power BI skills by adding AI to your repertoire at a practice level. With this practical book, business-oriented…
software engineers and developers will learn the terminologies, practices, and strategy necessary to successfully incorporate AI into your business intelligence estate. Jen Stirrup, CEO of AI and BI leadership consultancy Data Relish, and Thomas Weinandy, research economist at Upside, show you how to use data already available to your organization.Springboarding from the skills that you already possess, this book adds AI to your organization's technical capability and expertise with Microsoft Power BI. By using your conceptual knowledge of BI, you'll learn how to choose the right model for your AI work and identify its value and validity.Use Power BI to build a good data model for AIDemystify the AI terminology that you need to knowIdentify AI project roles, responsibilities, and teams for AIUse AI models, including supervised machine learning techniquesDevelop and train models in Azure ML for consumption in Power BIImprove your business AI maturity level with Power BIUse the AI feedback loop to help you get started with the next projectHTML & CSS Essentials For Dummies
Par Paul McFedries. 2024
The easy way to brush up on your HTML & CSS programming skills HTML & CSS Essentials For Dummies is…
your quick and handy reference to all the core concepts of HTML & CSS—the must-know markup and style languages that make the internet go. This no-nonsense book gets right to the point, eliminating review material, wordy explanations, and fluff. Understand all the fundamentals of HTML and CSS, quickly. Perfect for a brush-up on the basics or as an everyday desk reference on the job, this is the reliable little book you can always turn to for answers. Get simple explanations of the basic concepts of coding with HTML & CSS Review what you've already learned or pick up essential new skills Create attractive and functional front ends for websites of all kinds Keep this concise reference book handy for jogging your memory as you work This book is clear and direct, focusing on the key topics you need to know about defining a website's user interface. Great for supplementing classroom learning, reviewing for a certification, or staying knowledgeable on the job.JavaScript Essentials For Dummies
Par Paul McFedries. 2024
The concise and digestible get-started guide to JavaScript programming JavaScript Essentials For Dummies is your quick reference to all the…
core concepts about JavaScript—the dynamic scripting language that is often the final step in creating powerful websites. This no-nonsense book gets right to the point, eliminating review material, wordy explanations, and fluff. Find out all you need to know about the foundations of JavaScript, swiftly and crystal clear. Perfect for a brush-up on the basics or as an everyday desk reference on the job, this is the reliable little book you can always turn to for answers. Get a quick and thorough intro to the basic concepts of coding with JavaScript Review what you've already learned or pick up essential new skills Add interactive features to websites with JavaScript programming Keep this concise reference book handy for jogging your memory as you work This book is to the point, focusing on the key topics you need to know about this popular programming language. Great for supplementing classroom learning, reviewing for a certification, or staying knowledgeable on the job.Python Essentials For Dummies
Par John C. Shovic, Alan Simpson. 2024
The no-nonsense way to get started coding in the Python programming language Python Essentials For Dummies is a quick reference…
to all the core concepts in Python, the multifaceted general-purpose language used for everything from building websites to creating apps. This book gets right to the point, with no excess review, wordy explanations, or fluff, making it perfect as a desk reference on the job or as a brush-up as you expand your skills in related areas. Focusing on just the essential topics you need to know to brush up or level up your Python skill, this is the reliable little book you can always turn to for answers. Get a quick and thorough intro to the basic concepts of coding in Python Review what you've already learned or pick up essential new skills Create websites, software, machine learning, and automation for school or work Keep this concise reference book handy for jogging your memory as you code This portable Dummies Essentials book focuses on the key topics you need to know about the popular Python language. Great for supplementing a course, reviewing for a certification, or staying knowledgeable on the job.Verissimus: The Stoic Philosophy of Marcus Aurelius
Par Donald J. Robertson. 2022
In the tradition of Logicomix, Donald J. Robertson's Verissimus is a riveting graphic novel on the life and stoic philosophy…
of Marcus Aurelius.Marcus Aurelius was the last famous Stoic of antiquity but he was also to become the most powerful man in the known world – the Roman emperor. After losing his father at an early age, he threw himself into the study of philosophy. The closest thing history knew to a philosopher-king, yet constant warfare and an accursed plague almost brought his empire to its knees. “Life is warfare”, he wrote, “and a sojourn in foreign land!” One thing alone could save him: philosophy, the love of wisdom!The remarkable story of Marcus Aurelius’ life and philosophical journey is brought to life by philosopher and psychotherapist Donald J. Robertson, in a sweeping historical epic of a graphic novel, based on a close study of the historical evidence, with the stunning full-color artwork of award-winning illustrator Zé Nuno Fraga.Dream Car: Malcolm Bricklin’s Fantastic SV1 and the End of Industrial Modernity
Par Dimitry Anastakis. 2024
Dream Car tells the story of entrepreneur Malcolm Bricklin’s fantastical 1970s-era Safety Vehicle-1 (SV1), audaciously launched during a tumultuous breakpoint…
in postwar history. The tale of the sexy-yet-safe SV1 reveals the influence of automobiles on ideas about the future, technology, entrepreneurship, risk, safety, showmanship, politics, sex, gender, business, and the state, as well as the history of the auto industry’s birth, decline, and rebirth. Written as an “open road,” the book invites readers to travel a narrative arc that unfolds chronologically and thematically. Dream Car’s seven chapters have been structured so that they can be read in any order, determined by whichever theme each reader finds most interesting. The book also includes a musical playlist of car songs from the era and songs about the SV1 itself.Topics in Artificial Intelligence Applied to Industry 4.0
Par Mahmoud Ragab AL-Refaey, Amit Kumar Tyagi, Abdullah Saad AL-Malaise, Swetta Kukreja. 2024
Topics in Artificial Intelligence Applied to Industry 4.0 Forward thinking resource discussing emerging AI and IoT technologies and how they…
are applied to Industry 4.0 Topics in Artificial Intelligence Applied to Industry 4.0 discusses the design principles, technologies, and applications of emerging AI and IoT solutions on Industry 4.0, explaining how to make improvements in infrastructure through emerging technologies. Providing a clear connection with different technologies such as IoT, Big Data, AR and VR, and Blockchain, this book presents security, privacy, trust, and other issues whilst delving into real-world problems and case studies. The text takes a highly practical approach, with a clear insight on how readers can increase productivity by drastically shortening the time period between the development of a new product and its delivery to customers in the market by 50%. This book also discusses how to save energy across systems to ensure competitiveness in a global market, and become more responsive in how they produce products and services for their consumers, such as by investing in flexible production lines. Written by highly qualified authors, Topics in Artificial Intelligence Applied to Industry 4.0 explores sample topics such as: Quantum machine learning, neural network implementation, and cloud and data analytics for effective analysis of industrial data Computer vision, emerging networking technologies, industrial data spaces, and an industry vision for 2030 in both developing and developed nations Novel or improved nature-inspired optimization algorithms in enhancing Industry 5.0 and the connectivity of any components for smart environment Future professions in agriculture, medicine, education, fitness, R&D, and transport and communication as a result of new technologies Aimed at researchers and students in the interdisciplinary fields of Smart Manufacturing and Smart Applications, Topics in Artificial Intelligence Applied to Industry 4.0 provides the perfect overview of technology from the perspective of modern society and operational environment.Automatic Speech Recognition and Translation for Low Resource Languages
Par L. Ashok Kumar, D. Karthika Renuka, Bharathi Raja Chakravarthi, Thomas Mandl. 2024
AUTOMATIC SPEECH RECOGNITION and TRANSLATION for LOW-RESOURCE LANGUAGES This book is a comprehensive exploration into the cutting-edge research, methodologies, and…
advancements in addressing the unique challenges associated with ASR and translation for low-resource languages. Automatic Speech Recognition and Translation for Low Resource Languages contains groundbreaking research from experts and researchers sharing innovative solutions that address language challenges in low-resource environments. The book begins by delving into the fundamental concepts of ASR and translation, providing readers with a solid foundation for understanding the subsequent chapters. It then explores the intricacies of low-resource languages, analyzing the factors that contribute to their challenges and the significance of developing tailored solutions to overcome them. The chapters encompass a wide range of topics, ranging from both the theoretical and practical aspects of ASR and translation for low-resource languages. The book discusses data augmentation techniques, transfer learning, and multilingual training approaches that leverage the power of existing linguistic resources to improve accuracy and performance. Additionally, it investigates the possibilities offered by unsupervised and semi-supervised learning, as well as the benefits of active learning and crowdsourcing in enriching the training data. Throughout the book, emphasis is placed on the importance of considering the cultural and linguistic context of low-resource languages, recognizing the unique nuances and intricacies that influence accurate ASR and translation. Furthermore, the book explores the potential impact of these technologies in various domains, such as healthcare, education, and commerce, empowering individuals and communities by breaking down language barriers. Audience The book targets researchers and professionals in the fields of natural language processing, computational linguistics, and speech technology. It will also be of interest to engineers, linguists, and individuals in industries and organizations working on cross-lingual communication, accessibility, and global connectivity.Metaheuristics for Machine Learning: Algorithms and Applications (Artificial Intelligence and Soft Computing for Industrial Transformation)
Par Kanak Kalita, Narayanan Ganesh, S. Balamurugan. 2024
METAHEURISTICS for MACHINE LEARNING The book unlocks the power of nature-inspired optimization in machine learning and presents a comprehensive guide…
to cutting-edge algorithms, interdisciplinary insights, and real-world applications. The field of metaheuristic optimization algorithms is experiencing rapid growth, both in academic research and industrial applications. These nature-inspired algorithms, which draw on phenomena like evolution, swarm behavior, and neural systems, have shown remarkable efficiency in solving complex optimization problems. With advancements in machine learning and artificial intelligence, the application of metaheuristic optimization techniques has expanded, demonstrating significant potential in optimizing machine learning models, hyperparameter tuning, and feature selection, among other use-cases. In the industrial landscape, these techniques are becoming indispensable for solving real-world problems in sectors ranging from healthcare to cybersecurity and sustainability. Businesses are incorporating metaheuristic optimization into machine learning workflows to improve decision-making, automate processes, and enhance system performance. As the boundaries of what is computationally possible continue to expand, the integration of metaheuristic optimization and machine learning represents a pioneering frontier in computational intelligence, making this book a timely resource for anyone involved in this interdisciplinary field. Metaheuristics for Machine Learning: Algorithms and Applications serves as a comprehensive guide to the intersection of nature-inspired optimization and machine learning. Authored by leading experts, this book seamlessly integrates insights from computer science, biology, and mathematics to offer a panoramic view of the latest advancements in metaheuristic algorithms. You’ll find detailed yet accessible discussions of algorithmic theory alongside real-world case studies that demonstrate their practical applications in machine learning optimization. Perfect for researchers, practitioners, and students, this book provides cutting-edge content with a focus on applicability and interdisciplinary knowledge. Whether you aim to optimize complex systems, delve into neural networks, or enhance predictive modeling, this book arms you with the tools and understanding you need to tackle challenges efficiently. Equip yourself with this essential resource and navigate the ever-evolving landscape of machine learning and optimization with confidence. Audience The book is aimed at a broad audience encompassing researchers, practitioners, and students in the fields of computer science, data science, engineering, and mathematics. The detailed but accessible content makes it a must-have for both academia and industry professionals interested in the optimization aspects of machine learning algorithms.Command-Line Rust
Par Ken Youens-Clark. 2022
Updated in 2024: A new version has been released that simplifies the programs used in the book, based on changes…
in the Rust language and crates since original publication. The code has been updated to reflect version 4 of the clap crate. For several consecutive years, Rust has been voted "most loved programming language" in Stack Overflow's annual developer survey. This open source systems programming language is now used for everything from game engines and operating systems to browser components and virtual reality simulation engines. But Rust is also an incredibly complex language with a notoriously difficult learning curve.Rather than focusing on the language as a whole, this guide teaches Rust using a single small, complete, focused program in each chapter. Author Ken Youens-Clark shows you how to start, write, and test each of these programs to create a finished product. You'll learn how to handle errors in Rust, read and write files, and use regular expressions, Rust types, structs, and more.Discover how to:Use Rust's standard libraries and data types such as numbers, strings, vectors, structs, Options, and Results to create command-line programsWrite and test Rust programs and functionsRead and write files, including stdin, stdout, and stderrDocument and validate command-line argumentsWrite programs that fail gracefullyParse raw and delimited text manually, using regular expressions and Rust cratesUse and control randomnessBuilding Green Software
Par Anne Currie, Sarah Hsu, Sara Bergman. 2024
How will software development and operations have to change to meet the sustainability and green needs of the planet? And…
what does that imply for development organizations? In this eye-opening book, sustainable software advocates Anne Currie, Sarah Hsu, and Sara Bergman provide a unique overview of this topic—discussing everything from the likely evolution of national grids to the effect those changes will have on the day-to-day lives of developers.Ideal for everyone from new developers to CTOs, Building Green Software tackles the challenges involved and shows you how to build, host, and operate code in a way that's not only better for the planet but also cheaper and relatively low-risk for your business. Most hyperscale public cloud providers have already committed to net-zero IT operations by 2030. This book shows you how to get on board.You'll explore:How the energy transition is likely to change hosting on prem and in the cloud—and how your company can prepareThe fundamental architectural principles of sustainable software development and how to apply themHow to determine which parts of your system need to changeThe concept of extending hardware longevity and the part that software playsDeciphering Data Architectures
Par James Serra. 2024
Data fabric, data lakehouse, and data mesh have recently appeared as viable alternatives to the modern data warehouse. These new…
architectures have solid benefits, but they're also surrounded by a lot of hyperbole and confusion. This practical book provides a guided tour of these architectures to help data professionals understand the pros and cons of each. James Serra, big data and data warehousing solution architect at Microsoft, examines common data architecture concepts, including how data warehouses have had to evolve to work with data lake features. You'll learn what data lakehouses can help you achieve, as well as how to distinguish data mesh hype from reality. Best of all, you'll be able to determine the most appropriate data architecture for your needs. With this book, you'll:Gain a working understanding of several data architecturesLearn the strengths and weaknesses of each approachDistinguish data architecture theory from realityPick the best architecture for your use caseUnderstand the differences between data warehouses and data lakesLearn common data architecture concepts to help you build better solutionsExplore the historical evolution and characteristics of data architecturesLearn essentials of running an architecture design session, team organization, and project success factorsFree from product discussions, this book will serve as a timeless resource for years to come.The Definitive Guide to Power Query (M): Mastering complex data transformation with Power Query
Par Gregory Deckler, Rick De Groot, Melissa De Korte. 2024
Learn how to use the Power Query M formula language and its functions effectively for better data modeling and impactful…
business intelligence reports. Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesGet comprehensive coverage of fundamental and advanced Power Query conceptsGain hands-on experience with practical examples based on real-world problemsDelve into the intricacies of Power Query M language for enhanced data manipulationBook DescriptionData transformation is a critical step in building data models and business intelligence reports. Power Query is an invaluable tool for anyone who wants to master data transformation, and this book will equip you with the knowledge and skills to make the most of it. The Definitive Guide to Power Query (M) will help you build a solid foundation in the Power Query M language. As you progress through the chapters, you'll learn how to use that knowledge to implement advanced concepts and data transformations. This will set the stage for an uncompromisingly thorough exploration of the Power Query M Language. You'll also get to grips with optimizing performance, handling errors, and implementing efficient data processing techniques. As this is a hands-on guide, the practical examples in the chapters will help you gain the skills to apply Power Query to real-world problems and improve your data analysis capabilities. By the end of this book, you will be able to leverage all of Power Query's remarkable capabilities for data transformation.What you will learnGain a strong understanding of Power Query fundamentalsMaster various functions within Power Query to perform complex data operationsAcquire knowledge about values, types, and control structures in Power QueryDevelop proficiency in error handling techniquesLearn performance optimization strategies for Power QueryApply what you’ve learned to real-world scenarios, including common troublesome patternsWho this book is forThis book is for business analysts, business intelligence professionals, and power business users working with data who want to add Power Query mastery to their resume. This book will be beneficial for anyone who wants to automate their process of data cleaning and save huge amount of time. Having some basic experience in Power Query is recommended.Build highly secure and scalable machine learning platforms to support the fast-paced adoption of machine learning solutionsKey FeaturesExplore different ML…
tools and frameworks to solve large-scale machine learning challenges in the cloudBuild an efficient data science environment for data exploration, model building, and model trainingLearn how to implement bias detection, privacy, and explainability in ML model developmentBook DescriptionWhen equipped with a highly scalable machine learning (ML) platform, organizations can quickly scale the delivery of ML products for faster business value realization. There is a huge demand for skilled ML solutions architects in different industries, and this handbook will help you master the design patterns, architectural considerations, and the latest technology insights you'll need to become one. You'll start by understanding ML fundamentals and how ML can be applied to solve real-world business problems. Once you've explored a few leading problem-solving ML algorithms, this book will help you tackle data management and get the most out of ML libraries such as TensorFlow and PyTorch. Using open source technology such as Kubernetes/Kubeflow to build a data science environment and ML pipelines will be covered next, before moving on to building an enterprise ML architecture using Amazon Web Services (AWS). You'll also learn about security and governance considerations, advanced ML engineering techniques, and how to apply bias detection, explainability, and privacy in ML model development. And finally, you'll get acquainted with AWS AI services and their applications in real-world use cases. By the end of this book, you'll be able to design and build an ML platform to support common use cases and architecture patterns like a true professional. What you will learnApply ML methodologies to solve business problemsDesign a practical enterprise ML platform architectureImplement MLOps for ML workflow automationBuild an end-to-end data management architecture using AWSTrain large-scale ML models and optimize model inference latencyCreate a business application using an AI service and a custom ML modelUse AWS services to detect data and model bias and explain modelsWho this book is forThis book is for data scientists, data engineers, cloud architects, and machine learning enthusiasts who want to become machine learning solutions architects. You'll need basic knowledge of the Python programming language, AWS, linear algebra, probability, and networking concepts before you get started with this handbook.Discover how you can leverage the reactive paradigm with RxJS in your Angular applications using some common patterns and techniques…
that can be implemented in real-world use casesKey FeaturesLearn how to write clean, maintainable, performant, and optimized Angular web applications using reactive patternsExplore various RxJS operators and techniques in detail to improve the testing and performance of your codeSwitch from an imperative mindset to reactive by comparing bothBook DescriptionRxJS is a fast, reliable, and compact library for handling asynchronous and event-based programs. It is a first-class citizen in Angular and enables web developers to enhance application performance, code quality, and user experience, so using reactive patterns in your Angular web development projects can improve user interaction on your apps, which will significantly improve the ROI of your applications.This book is a step-by-step guide to learning everything about RxJS and reactivity. You'll begin by understanding the importance of the reactive paradigm and the new features of RxJS 7. Next, you'll discover various reactive patterns, based on real-world use cases, for managing your application's data efficiently and implementing common features using the fewest lines of code.As you build a complete application progressively throughout the book, you'll learn how to handle your app data reactively and explore different patterns that enhance the user experience and code quality, while also improving the maintainability of Angular apps and the developer's productivity. Finally, you'll test your asynchronous streams and enhance the performance and quality of your applications by following best practices.By the end of this RxJS Angular book, you'll be able to develop Angular applications by implementing reactive patterns.What you will learnUnderstand how to use the marble diagram and read it for designing reactive applicationsWork with the latest features of RxJS 7Build a complete Angular app reactively, from requirement gathering to deploying itBecome well-versed with the concepts of streams, including transforming, combining, and composing themExplore the different testing strategies for RxJS apps, their advantages, and drawbacksUnderstand memory leak problems in web apps and techniques to avoid themDiscover multicasting in RxJS and how it can resolve complex problemsWho this book is forIf you're an Angular developer who wants to leverage RxJS for building reactive web applications, this is the book for you. Beginner-level experience with Angular and TypeScript and knowledge of functional programming concepts is assumed.