Data og IT

Data has never mattered more. Our lives are increasingly shaped by it and how it is defined, collected and used. But who counts in the collection, analysis and application of data?This important book is the first to look at queer data - defined as data relating to gender, sex, sexual orientation and trans identity/history. The author shows us how current data practices reflect an incomplete account of LGBTQ lives and helps us understand how data biases are used to delegitimise the everyday experiences of queer people.Guyan demonstrates why it is important to understand, collect and analyse queer data, the benefits and challenges involved in doing so, and how we might better use queer data in our work. Arming us with the tools for action, this book shows how greater knowledge about queer identities is instrumental in informing decisions about resource allocation, changes to legislation, access to services, representation and visibility.

Troubleshoot slow-performing queries and make them run faster. Database administrators and SQL developers are constantly under pressure to provide more speed. This new edition has been redesigned and rewritten from scratch based on the last 15 years of learning, knowledge, and experience accumulated by the author. The book Includes expanded information on using extended events, automatic execution plan correction, and other advanced features now available in SQL Server. These modern features are covered while still providing the necessary fundamentals to better understand how statistics and indexes affect query performance.The book gives you knowledge and tools to help you identify poorly performing queries and understand the possible causes of that poor performance. The book also provides mechanisms for resolving the issues identified, whether on-premises, in containers, or on cloud platform providers. You'll learn about key fundamentals, such as statistics, data distribution, cardinality, and parameter sniffing. You'll learn to analyze and design your indexes and your queries using best practices that ward off performance problems before they occur. You'll also learn to use important modern features, such as Query Store to manage and control execution plans, the automated performance tuning feature set, and memory-optimized OLTP tables and procedures. You will be able to troubleshoot in a systematic way. Query tuning doesn't have to be difficult. This book helps you to make it much easier.What You Will LearnUse Query Store to understand and easily change query performanceRecognize and eliminate bottlenecks leading to slow performanceTune queries whether on-premises, in containers, or on cloud platform providersImplement best practices in T-SQL to minimize performance riskDesign in the performance that you need through careful query and index designUnderstand how built-in, automatic tuning can assist your performance enhancement effortsProtect query performance during upgrades to the newer versions of SQL ServerWho This Book Is ForDevelopers and database administrators with responsibility for query performance in SQL Server environments, and anyone responsible for writing or creating T-SQL queries and in need of insight into bottlenecks (including how to identify them, understand them, and eliminate them)

If you use Linux in your day-to-day work, then Linux Pocket Guide is the perfect on-the-job reference. This thoroughly updated 20th anniversary edition explains more than 200 Linux commands, including new commands for file handling, package management, version control, file format conversions, and more. In this concise guide, author Daniel Barrett provides the most useful Linux commands grouped by functionality. Whether you're a novice or an experienced user, this practical book is an ideal reference for the most important Linux commands. You'll learn: Essential concepts--commands, shells, users, and the filesystem File commands-creating, organizing, manipulating, and processing files of all kinds Sysadmin basics-superusers, processes, user management, and software installation Filesystem maintenance-disks, RAID, logical volumes, backups, and more Networking commands-working with hosts, network connections, email, and the web Getting stuff done-everything from math to version control to graphics and audio

Unlock the Power of Your Computer with Ease! Dive into the world of Windows 11 with our comprehensive guide tailored specifically for seniors and beginners. "Windows 11 Manual For Seniors" is your friendly companion in navigating the ins and outs of the latest Windows operating system. Whether you are new to computing or transitioning from an earlier version of Windows, this book is designed to provide you with a seamless learning experience. What You'll Discover Inside:Step-by-Step Instructions: Easy-to-follow, clear instructions to help you master Windows 11, from basic operations to more advanced features.Practical Tips and Tricks: Learn handy shortcuts and essential tips to make your computer usage more efficient and enjoyable.Troubleshooting Advice: Simple solutions to common problems, ensuring you can resolve issues without stress.Special Focus on Accessibility: Explore Windows 11's accessibility features, making your computer more user-friendly and adaptable to your needs. Embark on your journey to becoming a proficient Windows 11 user with a guide that understands your learning pace and style.

Embark on a transformative journey into the world of cybersecurity mastery with mastering offensive security. This comprehensive guide is meticulously crafted to propel aspiring professionals through the intricate realm of offensive security, serving as an indispensable roadmap to conquering the challenges of the coveted Offensive Security Certified Professional (OSCP) certification. Delve into a multifaceted exploration of offensive security practices, meticulously designed to equip enthusiasts and seasoned professionals alike with the prowess and acumen required to excel in the ever-evolving cybersecurity landscape. Inside this Guide: Thorough Examination: Uncover the intricacies of the OSCP certification exam, unraveling its structure, prerequisites, and the core competencies essential for success. Strategic Foundations: Craft a robust study plan, cultivate technical expertise, and leverage an array of tools and resources tailored to fortify your knowledge and sharpen your offensive security skills. In-depth Domains: Explore an array of domains, including reconnaissance techniques, vulnerability identification, exploit development, buffer overflow attacks, web application vulnerabilities, privilege escalation, and advanced exploitation methods. Hands-on Reinforcement: Engage with practice questions and detailed answers, translating theoretical concepts into practical applications. Reinforce your understanding through real-world scenarios and challenges. Ethical Mindset: Embrace ethical practices and responsible utilization of offensive security techniques, instilling an ethos of integrity and ethical conduct in the pursuit of cybersecurity excellence. This guide is a transformative expedition that prepares you not only for an exam but also for a rewarding career in offensive security. Unlock the door to expertise, ethical excellence, and proficiency in securing digital landscapes against evolving threats. Whether you're a budding cybersecurity enthusiast or a seasoned professional seeking to fortify your skill set, this book is your gateway to success. Equip yourself with the knowledge, strategies, and expertise essential not just for acing an exam, but for thriving in a dynamic cybersecurity career. Begin your odyssey, hone your skills, and emerge as a formidable force in the world of offensive security.

An accessible guide for beginner-to-intermediate programmers to the concepts, real-world applications, and latest features of C# 12 and .NET 8, with hands-on exercises using Visual Studio 2022 and Visual Studio Code.Purchase of the print or Kindle book includes a free PDF eBookKey Features- Explore the latest additions to C# 12, the .NET 8 class libraries, and Entity Framework Core 8- Create professional websites and services with ASP.NET Core 8 and Blazor- Build your confidence with step-by-step code examples and tips for best practicesBook DescriptionThis latest edition of the bestselling Packt series will give you a solid foundation to start building projects using modern C# and .NET with confidence.You'll learn about object-oriented programming; writing, testing, and debugging functions; and implementing interfaces. You'll take on .NET APIs for managing and querying data, working with the fi lesystem, and serialization. As you progress, you'll explore examples of cross-platform projects you can build and deploy, such as websites and services using ASP.NET Core.This latest edition integrates .NET 8 enhancements into its examples: type aliasing and primary constructors for concise and expressive code. You'll handle errors robustly through the new built-in guard clauses and explore a simplified implementation of caching in ASP.NET Core 8.If that's not enough, you'll also see how native ahead-of-time (AOT) compiler publish lets web services reduce memory use and run faster. You'll work with the seamless new HTTP editor in Visual Studio 2022 to enhance the testing and debugging process. You'll even get introduced to Blazor Full Stack with its new unified hosting model for unparalleled web development flexibility.What you will learn- Discover C# 12's new features, including aliasing any type and primary constructors- Try out the native AOT publish capability for ASP.NET Core 8 Minimal APIs web services- Build rich web experiences using Blazor Full Stack, Razor Pages, and other ASP.NET Core features- Integrate and update databases in your apps using Entity Framework Core models- Query and manipulate data using LINQ- Build and consume powerful services using Web API and Minimal APIWho this book is forThis book is for beginners as well as intermediate-level C# and .NET programmers who have worked with C# in the past and want to catch up with the changes made in the last few years.Prior exposure to C# or .NET is not a prerequisite. A general understanding of programming will help you to work through the book more comfortably, though the content is suitable for those completely new to programming.If you already have some C# and .NET skills and want to focus on developing practical apps, you can pick up Mark's other .NET book, Apps and Services with .NET 8, instead.Table of Contents- Hello, C#! Welcome, .NET!- Speaking C#- Controlling Flow, Converting Types, and Handling Exceptions- Writing, Debugging, and Testing Functions- Building Your Own Types with Object-Oriented Programming- Implementing Interfaces and Inheriting Classes- Packaging and Distributing .NET Types- Working with Common .NET Types- Working with Files, Streams, and Serialization- Working with Data Using Entity Framework Core- Querying and Manipulating Data Using LINQ- Introducing Web Development Using ASP.NET Core- Building Websites Using ASP.NET Core Razor Pages- Building and Consuming Web Services- Building User Interfaces Using Blazor

Prepare for Microsoft Exam DP-900 and demonstrate your real-world foundational knowledge of core data concepts and how they are implemented using Microsoft Azure data services. Designed for business users, functional consultants, and other professionals, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified: Azure Data Fundamentals level. Focus on the expertise measured by these objectives: Describe core data concepts within Microsoft Azure Describe how to work with both relational and non-relational data types on Azure Describe strategic application, data management, storage and processing in the Azure cloud environment Describe an analytics workload on Azure This Microsoft Exam Ref: Organizes its coverage by the Skills Measured list published for the exam Features strategic, what-if scenarios to challenge you Assumes you have foundational knowledge of core data concepts and their implementation with Microsoft Azure data services, and a general grasp of cloud concepts

SOLID principles are an essential part of object-oriented software development and have proven to be valuable tools for developing clean, maintainable and extensible code. In industrial automation engineering, especially in programming controllers with IEC 61131-3, it is of particular importance to develop robust and reliable systems.In this book, SOLID principles are presented in detail and explained with examples in IEC 61131-3. It also illustrates how the application of these principles improves the maintainability, extensibility, and reliability of software systems.In addition to the SOLID principles, the principles KISS, DRY, LoD and YAGNI are also presented. These do not belong to the group of SOLID principles, but they are a helpful addition.

Enhance your cybersecurity and agility with this thorough playbook, featuring actionable guidance, insights, and success criteria from industry expertsKey FeaturesGet simple, clear, and practical advice for everyone from CEOs to security operationsOrganize your Zero Trust journey into role-by-role execution stagesIntegrate real-world implementation experience with global Zero Trust standardsPurchase of the print or Kindle book includes a free eBook in the PDF formatBook DescriptionZero Trust is cybersecurity for the digital era and cloud computing, protecting business assets anywhere on any network. By going beyond traditional network perimeter approaches to security, Zero Trust helps you keep up with ever-evolving threats.The playbook series provides simple, clear, and actionable guidance that fully answers your questions on Zero Trust using current threats, real-world implementation experiences, and open global standards.The Zero Trust playbook series guides you with specific role-by-role actionable information for planning, executing, and operating Zero Trust from the boardroom to technical reality.This first book in the series helps you understand what Zero Trust is, why it's important for you, and what success looks like. You'll learn about the driving forces behind Zero Trust - security threats, digital and cloud transformations, business disruptions, business resilience, agility, and adaptability. The six-stage playbook process and real-world examples will guide you through cultural, technical, and other critical elements for success.By the end of this book, you'll have understood how to start and run your Zero Trust journey with clarity and confidence using this one-of-a-kind series that answers the why, what, and how of Zero Trust!What you will learnFind out what Zero Trust is and what it means to youUncover how Zero Trust helps with ransomware, breaches, and other attacksUnderstand which business assets to secure firstUse a standards-based approach for Zero TrustSee how Zero Trust links business, security, risk, and technologyUse the six-stage process to guide your Zero Trust journeyTransform roles and secure operations with Zero TrustDiscover how the playbook guides each role to successWho this book is forWhether you're a business leader, security practitioner, or technology executive, this comprehensive guide to Zero Trust has something for you. This book provides practical guidance for implementing and managing a Zero Trust strategy and its impact on every role (including yours!). This is the go-to guide for everyone including board members, CEOs, CIOs, CISOs, architects, engineers, IT admins, security analysts, program managers, product owners, developers, and managers. Don't miss out on this essential resource for securing your organization against cyber threats.Table of ContentsZero Trust - This Is the WayReading the Zero Trust Playbook SeriesZero Trust is Security for Today's WorldStandard Zero Trust CapabilitiesArtificial Intelligence (AI) and Zero TrustHow to Scope, Size, and Start Zero TrustWhat Zero Trust Success Looks LikeAdoption with the Three-Pillar ModelThe Zero Trust Six-Stage PlanZero Trust Playbook Roles

Data Game is the story of how Liverpool gained a strategic edge over their wealthier Premier League rivals by getting smart. As an industry leader in the field of data science, the Anfield club conquered world football after appointing Jÿrgen Klopp and using numbers to give him an advantage in the transfer market and on the pitch.

Despite 75 years of the Universal Declaration on Human Rights, many people around the world still do not enjoy their basic rights to life, liberty and fundamental freedoms of thought and expression. Yet we are already seeing a turn towards the possibility of rights for robots. Before we get distracted by corporate hype about the sentience of AI, we need to look at the multitudinous ways AI affects our rights and will continue to do so in the age of AI.From sex robots, to the algorithms that determine prison parole and custody issues, to the chilling ways in which ChatBots can influence our day to day decision-making, Human Rights, Robot Wrongs is a perceptive and vital exploration of the many ways in which artificial intelligence is coming into conflict with human rights - and most importantly how we protect them.

From the acclaimed authors of the runaway New York Times bestseller 2034 comes another explosive work of speculative fiction set twenty years further in the future, at a moment when a radical leap forward in artificial intelligence combines with Americäs violent partisan divide to create an existential threat to the country ¿ and the worldIt is twenty years after the catastrophic war between the US and China that brought down the old American political order. A new party has emerged in the US, one that¿s held power for over a decade. Efforts to tighten its grip have resulted in mounting violent resistance. The American president has control of the media, but he is beginning to lose control of the streets. Many fear he¿ll stop at nothing to remain in the White House. Suddenly, he collapses in the middle of an address to the nation. After an initial flurry of misinformation, the administration reluctantly announces his death. A cover-up ensues, conspiracy theories abound, and the country descends into a new type of civil war.A handful of elite actors from the worlds of computer science, intelligence and business have a fairly good idea what happened. All signs point to a profound breakthrough in AI, of which the remote assassination of an American president is hardly the most game-changing ramification. The trail leads to an outpost in the Amazon rainforest, the last known whereabouts of the tech visionary who predicted this breakthrough. As some of the world¿s great powers, old and new, state and non-state alike, struggle to outmanoeuvre one another in this new Great Game of scientific discovery, the outcome becomes entangled with the fate of democracy.Combining a deep understanding of AI, biotech and the possibility of a coming Singularity, along with their signature geopolitical sophistication, Elliot Ackerman and Admiral James Stavridis have once again written a visionary work. 2054 is a novel that reads like a thriller even as it demands that we consider the trajectory of our society and its potentially calamitous destination.

With a foreword by Shirin Ebadi, Nobel Peace Prize winner 'A must-read for anyone concerned with human rights in Iran. A gripping, moving and utterly shocking account.' Kylie Moore-Gilbert New introductions written by Shannon Woodcock and Nayereh Tohidi Extended solitary confinement has been condemned as a severe violation of human rights. Yet it is still widely used in Iranian prisons. In White Torture, thirteen women, including Nazanin Zaghari-Ratcliffe, share their experiences of imprisonment: harassment and beatings by guards, total blindfolding and denial of medical treatment. Angry interrogators threaten their families and lie about their whereabouts. One prisoner is even told she is dead. None of the women have committed crimes they are prisoners of conscience or held hostage as bargaining chips. Through psychological torture, the Iranian state hopes to remake their souls. These interviews, carried out while each woman was in prison or facing charges, are astounding documents of resistance and integrity. White Torture unveils the rot at the heart of the Iranian legal system and calls on us to act for change.

Build a WordPress Website From Scratch 2024: this comprehensive resource covers the latest version of WordPress and ensures you stay ahead of the curve with free updates throughout the year, providing you with the most up-to-date information at your fingertips. Your WordPress 6.3 guide is here:Setup and Configuration: Begin by setting up and configuring WordPress on your chosen web host or local computer. This step should be effortless, and you'll find that WordPress offers user-friendly installation procedures.Website Creation: Craft your dream website using detailed, hands-on instructions. Whether you're building a blog, an e-commerce platform, or a business website, this guide provides you with the necessary insights and tools to bring your vision to life.Enhanced Visual Appeal: Elevate your site's visual appeal by seamlessly integrating various multimedia elements. Add picture galleries, captivating slideshows, engaging videos, music players, and even podcasts to make your content more dynamic and appealing.Expanded Functionality: Customize your website by selecting from the vast library of WordPress plugins. These tools cover a wide range of features, from basic contact forms to robust shopping cart systems, allowing you to add functionality that suits your specific needs.Unleash Your Creativity: Make your website truly unique by customizing a WordPress theme to match your vision and brand. Tailor the design and layout to stand out from the crowd.Audience Engagement: Attract a wider audience by implementing effective SEO strategies. Analyze site statistics to understand your visitors and leverage social media sharing techniques to increase your online presence and engagement.Safety and Security: Protect your website and valuable content by utilizing backup and staging tools. These tools offer a safety net against unforeseen disasters, ensuring the long-term security and reliability of your site.

Adobe InDesign Classroom in a Book uses real-world, project-based learning to cover the basics and beyond, providing countless tips and techniques to help you become more productive with the program. For beginners and experienced users alike, you can follow the book from start to finish or choose only those lessons that interest you. Learn to: Build a strong foundation of typographic, page layout, and document-construction skills Handle images from Adobe Photoshop and line drawings from Adobe Illustrator Create effects with layers and transparency Bring messages to life with beautiful typography and color Export work for professional printing, websites, social media, eBooks, and more Classroom in a Book�, the best-selling series of hands-on software training workbooks, offers what no other book or training program does-an official training series from Adobe, developed with the support of Adobe product experts.Purchasing this book includes valuable online extras. Follow the instructions in the book's "Getting Started" section to unlock access to: Downloadable lesson files you need to work through the projects in the book Web Edition containing the complete text of the book, interactive quizzes, and videos that walk you through the lessons step by step

**SHORTLISTED FOR THE ORWELL PRIZE 2024****A BEST BOOK OF 2024 BY THE NEW YORKER** From the Pulitzer Prize winner and bestselling author of Ghost Wars, the inside story of America's long and ruinous relationship with Saddam HusseinThe Achilles Trap masterfully untangles the people, ploys of power and geopolitics that led to America's disastrous war with Iraq and, for the first time, details America's fundamental miscalculations during its ruinous, decades-long relationship with Saddam Hussein.Beginning with Saddam's rise to power in 1979 and the birth of Iraq's secret nuclear weapons programme, Steve Coll traces Saddam's motives through understanding his inner circle. He brings to life the diplomats, scientists, family members and generals who had no choice but to defer to their leader - a leader directly responsible for the deaths of hundreds of thousands of Iraqis, as well as the torture or imprisonment of many more. This was a man whose reasoning was impossible to reduce to a simple explanation, and the CIA and successive presidential administrations failed to grasp critical nuances in his paranoia, resentments and inconsistencies - even when the stakes were incredibly high.Using unpublished and underreported sources, interviews with surviving participants, and Saddam's own transcripts and audio files, The Achilles Trap is a remarkable picture of a dictator who was convinced the world was out to get him and acted accordingly. A work of great historical significance, it is the definitive account of how corruptions of power, lies of diplomacy and vanity - on both sides - led to avoidable errors of statecraft: ones that would enact immeasurable human suffering and forever change our political landscape.

'An invaluable companion for anyone who wants a deep understanding of what's under the hood of often inscrutable machines' Melanie Mitchell A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligenceMachine-learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumour is cancerous, or deciding whether someone gets bail. They now influence discoveries in chemistry, biology and physics - the study of genomes, extra-solar planets, even the intricacies of quantum systems.We are living through a revolution in artificial intelligence that is not slowing down. This major shift is based on simple mathematics, some of which goes back centuries: linear algebra and calculus, the stuff of eighteenth-century mathematics. Indeed by the mid-1850s, a lot of the groundwork was all done. It took the development of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see all around us today. In this enlightening book, Anil Ananthaswamy explains the fundamental maths behind AI, which suggests that the basics of natural and artificial intelligence might follow the same mathematical rules.As Ananthaswamy resonantly concludes, to make the most of our most wondrous technologies we need to understand their profound limitations - the clues lie in the maths that makes AI possible.

What can the fall of Rome teach us about the decline of the West today? A historian and a political economist, both experts in their field, investigateOver the last three centuries, the West rose to dominate the planet. Then, suddenly, around the turn of the millennium, history reversed. Faced with economic stagnation and internal political division, the West has found itself in rapid decline.This is not the first time the global order has witnessed such a dramatic rise and fall. The Roman Empire followed a similar arc from dizzying power to disintegration - a fact that is more than a strange historical coincidence. In Why Empires Fall, historian Peter Heather and political economist John Rapley use this Roman past to think anew about the contemporary West, its state of crisis, and what paths we could take out of it.In this exceptional, transformative intervention, Heather and Rapley explore the uncanny parallels - and productive differences - between the two cases, moving beyond the familiar tropes of invading barbarians and civilizational decay to learn new lessons from ancient history. From 399 to 1999, the life cycles of empires, they argue, sow the seeds of their inevitable destruction. The era of western global domination has reached its end - so what comes next?

Delve into the realm of generative AI and large language models (LLMs) while exploring modern deep learning techniques, including LSTMs, GRUs, RNNs with new chapters included in this 50% new edition overhaulPurchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesFamiliarize yourself with advanced deep learning architecturesExplore newer topics, such as handling hidden bias in data and algorithm explainabilityGet to grips with different programming algorithms and choose the right data structures for their optimal implementationBook DescriptionThe ability to use algorithms to solve real-world problems is a must-have skill for any developer or programmer. This book will help you not only to develop the skills to select and use an algorithm to tackle problems in the real world but also to understand how it works.You'll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, with the help of practical examples. As you advance, you'll learn about linear programming, page ranking, and graphs, and will then work with machine learning algorithms to understand the math and logic behind them.Case studies will show you how to apply these algorithms optimally before you focus on deep learning algorithms and learn about different types of deep learning models along with their practical use.You will also learn about modern sequential models and their variants, algorithms, methodologies, and architectures that are used to implement Large Language Models (LLMs) such as ChatGPT.Finally, you'll become well versed in techniques that enable parallel processing, giving you the ability to use these algorithms for compute-intensive tasks.By the end of this programming book, you'll have become adept at solving real-world computational problems by using a wide range of algorithms.What you will learnDesign algorithms for solving complex problemsBecome familiar with neural networks and deep learning techniquesExplore existing data structures and algorithms found in Python librariesImplement graph algorithms for fraud detection using network analysisDelve into state-of-the-art algorithms for proficient Natural Language Processing illustrated with real-world examplesCreate a recommendation engine that suggests relevant movies to subscribersGrasp the concepts of sequential machine learning models and their foundational role in the development of cutting-edge LLMsWho this book is forThis computer science book is for programmers or developers who want to understand the use of algorithms for problem-solving and writing efficient code.Whether you are a beginner looking to learn the most used algorithms concisely or an experienced programmer looking to explore cutting-edge algorithms in data science, machine learning, and cryptography, you'll find this book useful.Python programming experience is a must, knowledge of data science will be helpful but not necessary.Table of ContentsCore AlgorithmsData StructuresSorting and Searching AlgorithmsDesigning AlgorithmsGraph AlgorithmsUnsupervised Machine Learning AlgorithmsSupervised Learning AlgorithmsNeural Network AlgorithmsNatural Language ProcessingSequential ModelsAdvanced Machine Learning ModelsRecommendation EnginesAlgorithmic Strategies for Data Handling Large-Scale AlgorithmsEvaluating Algorithmic SolutionsPractical Considerations

This book provides a deep dive into the world of generative AI, covering everything from the basics of neural networks to the intricacies of large language models like ChatGPT and Google Bard. It serves as a one-stop resource for anyone interested in understanding and applying this transformative technology and is particularly aimed at those just getting started with generative AI.Applied Generative AI for Beginners is structured around detailed chapters that will guide you from foundational knowledge to practical implementation. It starts with an introduction to generative AI and its current landscape, followed by an exploration of how the evolution of neural networks led to the development of large language models. The book then delves into specific architectures like ChatGPT and Google Bard, offering hands-on demonstrations for implementation using tools like Sklearn. Yoüll also gain insight into the strategic aspects of implementing generative AI in an enterprise setting, with the authors covering crucial topics such as LLMOps, technology stack selection, and in-context learning. The latter part of the book explores generative AI for images and provides industry-specific use cases, making it a comprehensive guide for practical application in various domains.Whether you're a data scientist looking to implement advanced models, a business leader aiming to leverage AI for enterprise growth, or an academic interested in cutting-edge advancements, this book offers a concise yet thorough guide to mastering generative AI, balancing theoretical knowledge with practical insights.What You Will LearnGain a solid understanding of generative AI, starting from the basics of neural networks and progressing to complex architectures like ChatGPT and Google BardImplement large language models using Sklearn, complete with code examples and best practices for real-world applicationLearn how to integrate LLM¿s in enterprises, including aspects like LLMOps and technology stack selectionUnderstand how generative AI can be applied across various industries, from healthcare and marketing to legal compliance through detailed use cases and actionable insightsWho This Book Is ForData scientists, AI practitioners, Researchers and software engineers interested in generative AI and LLMs.

YouTube World Records 2025 showcases the greatest feats ever recorded on the file-sharing website, and includes on-the-page QR code links to more than 250 videos.

David Busch's Sony Alpha a7CR/a7C II Guide to Digital Photography is the most comprehensive resource and reference for Sony's ultra-compact full frame mirrorless cameras. Both pack large sensor image quality and low light performance into the world's smallest full-frame cameras with in-body five-axis image stabilization. Whether you choose the ultra-high 60MP resolution a7CR, or workhorse 33MP a7C II, these cameras make the perfect companion for travel, landscape, sports, or fine arts photography under the most demanding conditions.With fast, sensor-based phase detect autofocus (with real-time tracking of people, animals, birds, aircraft, and vehicles), the a7CR/a7C II have all the tools needed to take incredible still images and capture compelling 4K and full HD movies and video blogs. This book will show you how to master those features as you explore the world of digital photography and hone your creativity with your new camera. Filled with detailed how-to steps and full-color illustrations, David Busch's Sony Alpha a7CR/a7C II Guide to Digital Photography covers every feature of these cameras in depth, from taking your first photos through advanced details of setup, exposure, lens selection, lighting, and more, and relates each feature to specific photographic techniques and situations. Also included is the handy camera "roadmap" chapter, an easy-to-use visual guide to the camera's features and controls. Learn when to use every option and, more importantly, when not to use them, by following the author's recommended settings for each menu entry. With best-selling photographer and mentor David Busch as your guide, you'll quickly have full creative mastery of your camera's capabilities, whether you're shooting on the job, as an advanced enthusiast exploring full frame photography for the first time, or are just out for fun. Start building your knowledge and confidence, while bringing your vision to light with the Sony a7CR or a7C II.

If you are a new to the Apple macOS ecosystem and want to get started using it for your enterprise, this is the book for you. You will learn how to navigate the Mac operating system, including an introduction to macOS and its fundamentals, management settings, reinstallation process, and usability. The book also provides tutorials which can be used for troubleshooting networks, configuration, and to ease Windows users¿ transition to the Mac world. Additionally, it provides detailed information about managing Mac devices using Jamf Pro within organizations, as well as basic and advanced automation scripting.By the time you finish Exploring macOS, you will have a detailed understanding of macOS and its functionality, how to manage Mac devices for enterprise use, and the role Jamf Pro plays in managing and securing Mac devices effectively whilse providing a seamless user experience. What You Will LearnPerform administrative tasks on macOS devicesImplement macOS in an enterprise settingUnderstand the differences between various operating systems, particularly macOS and WindowsManage network configuration and its servicesManage Apple macOS devices using Jamf Pro, a stable, robust, and renowned enterprise mobility management toolGet started with Bash (shell) scripting to automate tasksWho Is This Book For:Helpdesk consultants, remote desktop support professionals, system engineers, macOS Apple desktop administrators, enterprise Apple macOS desktop architects, Jamf system engineers, and digital workplace engineers.