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Tuning the Snowflake Data Cloud: Optimizing Your Data Platform to Minimize Cost and Maximize Performance
by Andrew CarruthersThis project-oriented book presents a hands-on approach to identifying migration and performance issues with experience drawn from real-world examples. As you work through the book, you will develop skills, knowledge, and deep understanding of Snowflake tuning options and capabilities while preparing for later incorporation of additional Snowflake features as they become available. Your Snowflake platform will cost less to run and will improve your customer experience. Written by a seasoned Snowflake practitioner, this book is full of practical, hands-on guidance and advice specifically designed to further accelerate your Snowflake journey. Tuning the Snowflake Data Cloud provides you a pathway to success by equipping you with the skills, knowledge, and expertise needed to elevate your Snowflake experience. The book shows you how to leverage what you already know, adds what you don’t, and helps you apply it toward delivering for your Snowflake accounts. Read this book to embark on a voyage of advancement and equip your organization to deliver consistent Snowflake performance. What You Will Learn Recognize and understand the root cause of performance bottlenecks Know how to resolve performance issues Develop a deep understanding of Snowflake performance tuning options Reduce expensive mistakes, remediate poorly performing code Manage Snowflake costs
Mastering Knowledge Management Using Microsoft Technologies: Secrets to Leveraging Microsoft 365 and Becoming a Knowledge Management Guru
by Tori Reddy DodlaFor companies and individuals already using Microsoft365 and other Microsoft technologies, this book is designed to reveal how to fully utilize these platforms for effective Knowledge Management without needing to rely on additional third-party tools. It addresses a common issue where organizations find themselves with overlapping technology capabilities for managing knowledge. This situation arises because many companies are not fully aware of the capabilities they already possess within their existing Microsoft tools. Knowledge management firms capitalize on this gap by offering white-labeled, branded applications with user-friendly interfaces, selling them to companies that could achieve the same results with what they already own, if only they knew how to use them properly. By mastering the use of Microsoft technologies for Knowledge Management, organizations can save significant amounts of money that would otherwise be spent on unnecessary external solutions. Whether your objective is to optimize Knowledge Management processes or align these tools with your organization's business processes, this book is designed to serve as a valuable resource, offering practical guidance and strategies to empower your endeavors. By the end of this book, readers will be equipped with the knowledge and skills necessary to make informed decisions regarding the utilization of Microsoft technologies for Knowledge Management and organizational design. What You Will Learn The components of a Microsoft Knowledge Base How PowerPlatfom can support Knowledge Management activities How Microsoft tools fit into the Knowledge Management Landscape How to integrate AI using Microsoft Co-Pilot Who This Book Is For Chief Technology Officers, Chief Information Officers, Chief Knowledge Officers, Chief Digital Officers, Directors of Knowledge Management, Knowledge Managers, SharePoint Administrators, Digital Transformation Consultants
Oracle Cloud Infrastructure (OCI) GoldenGate: Real-world Examples
by Y V Ravi Kumar Raghavendra S Ankur GoelThis book focuses on the utilization of GoldenGate Services (GGS) in conjunction with a microservices architecture on the Oracle cloud (OCI), primarily for data migration and integration across various data sources and targets.The book begins with a practical example of utilizing GGS on a Marketplace VM, progressively advancing to in-depth discussions on implementing GoldenGate as a Service on OCI. The book offers illustrative guides for data replication between RDBMSs (such as Oracle, Postgres, and big data targets such as Kafka). Additionally, it explores monitoring techniques using Enterprise Manager and Grafana dashboards. A comparative analysis is presented between traditional VM-based GoldenGate installations and the OCI service model. Special attention is given to Zero Downtime Migration (ZDM) and leveraging GGS for database migration from on-premises to OCI. Some chapters address multi-cloud replication using OCI GGS and include real-life case studies.By the end of this book you will have gained comprehensive insights into the architectural design of GoldenGate Services and will be adept at replicating data using GGS, enabling you to replicate setups in your own environments.What You Will LearnSet up GoldenGate Services for high availability (HA), disaster recovery (DR), migration of data to cloud, and moving data into the data lake or lakehousePerform logical migration of data to the cloud using the ZDM tool (ZDM uses GoldenGate internally).Replicate data to big data targetsMonitor GGS using Enterprise Manager and GrafanaReplicate data in a multi-cloud environment Who This Book Is ForOracle database administrators who want to replicate data or use Oracle GoldenGate Services for migration and setup of high availability (HA) and disaster recovery (DR); and data engineers who want tobuild the data warehouse, data lake, data lakehouse to push data in near real-time
The Art of Immutable Architecture: Theory and Practice of Data Management in Distributed Systems
by Michael L. PerryThis book teaches you how to evaluate a distributed system from the perspective of immutable objects. You will understand the problems in existing designs, know how to make small modifications to correct those problems, and learn to apply the principles of immutable architecture to your tools.Most software components focus on the state of objects. They store the current state of a row in a relational database. They track changes to state over time, making several basic assumptions: there is a single latest version of each object, the state of an object changes sequentially, and a system of record exists.This is a challenge when it comes to building distributed systems. Whether dealing with autonomous microservices or disconnected mobile apps, many of the problems we try to solve come down to synchronizing an ever-changing state between isolated components. Distributed systems would be a lot easier to build if objects could not change.After reading The Art of Immutable Architecture, you will come away with an understanding of the benefits of using immutable objects in your own distributed systems. You will learn a set of rules for identifying and exchanging immutable objects, and see a collection of useful theorems that emerges and ensures that the distributed systems you build are eventually consistent. Using patterns, you will find where the truth converges, see how changes are associative, rather than sequential, and come to feel comfortable understanding that there is no longer a single source of truth. Practical hands-on examples reinforce how to build software using the described patterns, techniques, and tools. By the end of the book, you will possess the language and resources needed to analyze and construct distributed systems with confidence. The assumptions of the past were sufficient for building single-user, single-computer systems. But aswe expand to multiple devices, shared experiences, and cloud computing, they work against us. It is time for a new set of assumptions. Start with immutable objects, and build better distributed systems.What You Will LearnEvaluate a distributed system from the perspective of immutable objects Recognize the problems in existing designs, and make small modifications to correct them Start a new system from scratch, applying patternsApply the principles of immutable architecture to your tools, including SQL databases, message queues, and the network protocols that you already use Discover new tools that natively apply these principles Who This Book Is ForSoftware architects and senior developers. It contains examples in SQL and languages such as JavaScript and C#. Past experience with distributed computing, data modeling, or business analysis is helpful.
Understanding Generative AI Business Applications: A Guide to Technical Principles and Real-World Applications
by Irena CroninThis guide covers the fundamental technical principles and various business applications of Generative AI for planning, developing, and evaluating AI-driven products. It equips you with the knowledge you need to harness the potential of Generative AI for enhancing business creativity and productivity.The book is organized into three sections: text-based, senses-based, and rationale-based. Each section provides an in-depth exploration of the specific methods and applications of Generative AI. In the text-based section, you will find detailed discussions on designing algorithms to automate and enhance written communication, including insights into the technical aspects of transformer-based Natural Language Processing (NLP) and chatbot architecture, such as GPT-4, Claude 2, Google Bard, and others. The senses-based section offers a glimpse into the algorithms and data structures that underpin visual, auditory, and multisensory experiences, including NeRF, 3D Gaussian Splatting,Stable Diffusion, AR and VR technologies, and more. The rationale-based section illuminates the decision-making capabilities of AI, with a focus on machine learning and data analytics techniques that empower applications such as simulation models, agents, and autonomous systems.In summary, this book serves as a guide for those seeking to navigate the dynamic landscape of Generative AI. Whether you’re a seasoned AI professional or a business leader looking to harness the power of creative automation, these pages offer a roadmap to leverage Generative AI for your organization’s success.What You Will LearnWhat are the technical elements that constitute the makeup of Generative AI products?What are the practical applications of Generative AI?How can algorithms be designed to automate and improve written communication?What are the latest Generative AI architectures and algorithms?Who This Book Is ForData scientists, data analysts, decision makers, and business executives interested in gaining an understanding of Generative AI products
CodeMosaic: Learn AI-Driven Development and Modern Best Practices for Enterprise
by Arpit DwivediThis book is a comprehensive guide for those navigating through the complexities of enterprise software development. For fresh graduates, transitioning from college projects to real-world applications can be overwhelming. This book acts as a roadmap, helping you bridge the gap to become industry-ready. It's like an intensive internship in book form, equipping readers with the skills and knowledge needed for modern tech roles. But it's not just for newcomers. Even experienced developers can get caught up in old routines and miss out on new tools and techniques. With the rise of AI and automation tools like ChatGPT and Copilot, the development landscape is rapidly changing. The core of the book revolves around practical application. Using .NET, Angular, and other Microsoft technologies as foundational pillars, you’ll embark on a hands-on journey. From understanding the basics to designing and deploying a full-stack web application, CodeMosaic offers a holistic learning experience. By the end, you won't just be a developer; you'll be well-equipped to tackle the challenges of today's digital world. What You'll Learn Review Agile methodologies and Azure DevOps for streamlined project management. Gain a thorough understanding of smart development from design to deployment. Master software development with .NET and Angular, along with effective version control using Git. Enhance your coding and design skills using GitHub Copilot, GPT technologies, and AI-driven prompt engineering. Who This Book Is For Experienced developers looking for new tools and techniques, and recent graduates, transitioning from college projects to real-world applications.
Digital Transformation of SAP Supply Chain Processes: Build Mobile Apps Using SAP BTP and SAP Mobile Services
by Pranay GuptaTake a high-level tour of SAP oDATA integrations with frontend technologies like Angular using the SAP Mobile Services Platform. This book will give you a different perspective on executing SAP transactions on iOS using Angular instead of SAP-provided Fiori-based applications. You’ll start by learning about SAP supply chain processes such as Goods Receipt, Transfer Posting, Goods Issue, and Inventory Search. You’ll then move on to understanding the thought process involved in integrating SAP's backend (SAP ECC) with Angular iOS app using SAP Mobile Services running on SAP BTP. All this will serve as a guide tailored to SAP functional and technical consultants actively engaged in client-facing roles. You’ll follow a roadmap for modernizing and streamlining supply chain operations by leveraging Angular iOS apps. Digital Transformation of SAP Supply Chain Processes provides the essential tools for businesses looking to stay competitive in today's technology-driven landscape. What You Will Learn Study the fundamental procedures to set up the Authorization Endpoint, Token Endpoint, and base URL within SAP Mobile Services.Manage attachments in mobile applications and store them in an external content repository. Gain proficiency in testing OData services using the POSTMAN API client with OAuth protocol.Acquire knowledge about the JSON messages, CORS protocol, and X-CSRF token exchange.Link Zebra Printers through the Zebra Native Printing app on iOS App to print SAP forms on mobile printers. Who This Book Is For SAP Consultants with an interest in the Digital Transformation of SAP Supply Chain Processes to iOS-based SAP transactions.
Introduction to One Digital Identity: Strategies, Innovations, and Future Trends
by Shivakumar R. GoniwadaExplore the dynamics of digital identity, a crucial component in today’s modern technology-driven era. This engaging book offers a deep understanding of how digital identity is evolving rapidly, why it’s so significant, and offers organizations, regulatory bodies, and academicians the strategies needed to adopt secure decentralized digital identity features effectively. It’s a must-read for those aiming to grasp the intricacies of digital identity and leverage it for future innovation and security.The book begins by redefining digital identity, examining its evolution and the profound impact it has on both individuals and organizations. It then delves into the development of digital identity strategies, laying the foundation for future digital transformations. Covering a wide range of topics, the book discusses the innovation, challenges, and technological exploration in digital identity. A special focus is given to biometric technologies and the implementation of decentralized digital identities, addressing critical areas such as identity governance, blockchain, AI and advanced biometrics. The book also investigates the implications of digital identity across various industries, including cross border travel, healthcare, social media, finance, metaverse, IoT etc. finally the book provides not only emerging trends but offers a glimpse into the future digital identity. Whether you’re a tech professional, business leader, student or simply keen on understanding the impact of digital advancements, this book promises to offer insightful perspectives and practical solutions for navigating the complex world of digital identity. It underscores the importance of identity in spearheading digital innovation, making it a key resource for anyone looking to stay ahead in the digital landscape. As you reach its conclusion, you’ll be equipped with a wealth of knowledge and insights that are crucial in today’s digital era.What You'll LearnDigital identity strategies and their role in shaping the future of digital identityDifferent facets of digital identitySpecifics of biometric technologies and decentralized digital identity Industry specific digital identity and its implementationCrucial aspects of privacy, ethics, and secure in the context of digital identityWho This Book Is ForSoftware professionals, security practitioners, architects, senior managers, executives, and students who are interested in digital identity.
Mastering MySQL Administration: High Availability, Security, Performance, and Efficiency
by Y V Ravi Kumar Arun Kumar Samayam Naresh Kumar MiryalaThis book is your one-stop resource on MySQL database installation and server management for administrators. It covers installation, upgrades, monitoring, high availability, disaster recovery, security, and performance and troubleshooting. You will become fluent in MySQL 8.2, the latest version of the highly scalable and robust relational database system.With a hands-on approach, the book offers step-by-step guidance on installing, upgrading, and establishing robust high availability and disaster recovery capabilities for MySQL databases. It also covers high availability with InnoDB and NDB clusters, MySQL routers and enterprise MySQL tools, along with robust security design and performance techniques. Throughout, the authors punctuate concepts with examples taken from their experience with large-scale implementations at companies such as Meta and American Airlines, anchoring this practical guide to MySQL 8.2 administration in the real world.What YouWill LearnUnderstand MySQL architecture and best practices for administration of MySQL serverConfigure high availability, replication, disaster recovery with InnoDB and NDB enginesBack up and restore with MySQL utilities and tools, and configure the database for zero data lossTroubleshoot with steps for real-world critical errors and detailed solutionsWho This Book Is ForTechnical professionals, database administrators, developers, and engineers seeking to optimize MySQL databases for scale, security, and performance
Design and Deploy Microsoft Defender for IoT: Leveraging Cloud-based Analytics and Machine Learning Capabilities
by Puthiyavan Udayakumar Dr. R. AnandanMicrosoft Defender for IoT helps organizations identify and respond to threats aimed at IoT devices, increasingly becoming targets for cyberattacks. This book discusses planning, deploying, and managing your Defender for IoT system. The book is a comprehensive guide to IoT security, addressing the challenges and best practices for securing IoT ecosystems.The book starts with an introduction and overview of IoT in Azure. It then discusses IoT architecture and gives you an overview of Microsoft Defender. You also will learn how to plan and work with Microsoft Defender for IoT, followed by deploying OT Monitoring. You will go through air-gapped OT sensor management and enterprise IoT monitoring. You also will learn how to manage and monitor your Defender for IoT systems with network alerts and data. After reading this book, you will be able to enhance your skills with a broader understanding of IoT and Microsoft Defender for IoT-integrated best practices to design, deploy, and manage a secure enterprise IoT environment using Azure.What You Will LearnUnderstand Microsoft security services for IoTGet started with Microsoft Defender for IoTPlan and design a security operations strategy for the IoT environmentDeploy security operations for the IoT environmentManage and monitor your Defender for IoT SystemWho This Book Is ForCybersecurity architects and IoT engineers
Identity Attack Vectors: Strategically Designing and Implementing Identity Security, Second Edition
by Morey J. Haber Darran RollsToday, it’s easier for threat actors to simply log in versus hack in. As cyberattacks continue to increase in volume and sophistication, it’s not a matter of if, but when, your organization will have an incident. Threat actors target accounts, users, and their associated identities—whether human or machine, to initiate or progress their attack. Detecting and defending against these malicious activities should be the basis of all modern cybersecurity initiatives.This book details the risks associated with poor identity security hygiene, the techniques that external and internal threat actors leverage, and the operational best practices that organizations should adopt to protect against identity theft, account compromises, and to develop an effective identity and access security strategy. As a solution to these challenges, Identity Security has emerged as a cornerstone of modern Identity and Access Management (IAM) initiatives. Managing accounts, credentials, roles, entitlements, certifications, and attestation reporting for all identities is now a security and regulatory compliance requirement. In this book, you will discover how inadequate identity and privileged access controls can be exploited to compromise accounts and credentials within an organization. You will understand the modern identity threat landscape and learn how role-based identity assignments, entitlements, and auditing strategies can be used to mitigate the threats across an organization’s entire Identity Fabric. What You Will Learn Understand the concepts behind an identity and how its associated credentials and accounts can be leveraged as an attack vectorImplement an effective identity security strategy to manage identities and accounts based on roles and entitlements, including the most sensitive privileged accountsKnow the role that identity security controls play in the cyber kill chain and how privileges should be managed as a potential weak linkBuild upon industry standards and strategies such as Zero Trust to integrate key identity security technologies into a corporate ecosystemPlan for a successful identity and access security deployment; create an implementation scope and measurable risk reduction; design auditing, discovery, and regulatory reporting; and develop oversight based on real-world strategies to prevent identity attack vectors Who This Book Is For Management and implementers in IT operations, security, and auditing looking to understand and implement an Identity and Access Management (IAM) program and manage privileges in these environments
Modern C for Absolute Beginners: A Friendly Introduction to the C Programming Language
by Slobodan DmitrovićLearn the basics of C, the C standard library, and modern C standards. Complete with modern, up-to-date examples and screenshots, this new edition is fully updated and reworked with the latest C23 standards and features. C is a language that is as popular today as it was decades ago. It can be used to program a microcontroller or to develop an entire operating system. Author Slobodan Dmitrović takes you on a journey through the C programming language, the standard library, and the C standards basics. Each chapter is the right balance of theory and code examples. Written in a concise and easy-to-follow manner, this book will provide you all the essentials needed to start programming in modern C. What You Will LearnUnderstand C programming language and C standard library fundamentalsWork with new C standards featuresStudy the basics of types, operators, statements, arrays, functions, and structsReview the fundamentals of pointers, memory allocation, and memory manipulationTake advantage of best practices in CWho This Book Is For Beginner or novice programmers who wish to learn the C programming language. No prior programming experience is required.
Beginning Git and GitHub: Version Control, Project Management and Teamwork for the New Developer
by Mariot TsitoaraLearn the fundamentals of version control through step-by-step tutorials that will teach you the ins-and-outs of Git. This updated version introduces Github workflows, and contains new chapters on how to make Git and GitHub truly yours, covers additional common problems and how to solve them, along with new features of Github pull requests. Divided into three parts – Version Control, Project Management and Teamwork – this book reveals what waits for you in the real world and how to resolve the problems you may run into. Once past the basics of Git, you'll see how to manage a software project, and finally how to utilize Git and GithHub to work effectively as a team. You'll examine how to plan, follow and execute a project with GitHub, and then apply those concepts to real-world situations. Workaround the pitfalls that most programmers fall into when driving a project with Git by using proven tactics to avoid them. You will also be taught the easiest and quickest ways to resolve merge conflicts. A lot of modern books on Git don’t go into depth about non-technical topics. Beginning Git and GitHub is your complete guide to how Git and GitHub work in a professional team environment and will help you cover all the bases right at the start of your career. What You'll Learn Review basic and advanced concepts of GitApply Project Management skills using GitHub Solve conflicts or, ideally, avoid them altogether Use advanced concepts for a more boosted workflow Who This book Is For New developers, developers that have never worked in a team environment before, developers with basic knowledge of Git or GitHub, or anyone who works with text documents.
VMware vSphere Essentials: A Practical Approach to vSphere Deployment and Management
by Luciano PatrãoThis book fills a vacuum in the market for high-quality information on a VMware vSphere system and offers a thorough introduction to VMware virtualization. Written for novices and those seeking more information about vSphere, this book walks you through its key concepts and technology, such as vSphere infrastructure creation, maintenance, and performance for beginners and advanced users.You'll take a step-by-step approach to guarantee you grasp the fundamental concepts and practical procedures required to construct and manage virtual machines in a VMware vSphere system. You'll explore the key components of vSphere with detail and explanation for each feature, including the hypervisor, networking, storage, and high availability, unravelling their intricacies and highlighting best practices.This book provides full VMware knowledge to develop, set up, and maintain vSphere environments that meet modern computing needs. It also features advanced topics, such as resource optimization, performance monitoring, advanced settings, and automation, empowering you to take your virtualization skills to the next level. VMware vSphere Essentials uses a unique step-by-step instructions designed to provide a high-level understanding, accompanied by illustrative images. What You'll LearnEnhance network efficiency with advanced vSphere LACP setupConfigure and manage virtual machines in vSphereImplement vSphere networking and storage Explore advanced vSphere features, such as DRS, HA, and fault toleranceMaster seamless VM migration techniquesOptimize hardware utilization with direct path I/O passthroughWho This Book Is ForSystem administrators, advanced vSphere administrators, and IT professionals pursuing VMware certifications
Beginning STM32: Developing with FreeRTOS, libopencm3, and GCC (Maker Innovations Series)
by Warren GaySee how using FreeRTOS and libopencm3 instead of the Arduino software environment will help you develop multi-tasking applications that go beyond Arduino norms. This updated version includes expanded coverage of software setup for Windows 10 and 11, additional TM32 hardware capabilities, including clear explanations of "totem pole outputs" versus "open drain outputs," and a new section on project showcasing an interrupt-driven approach for processing USART data.Each chapter contains clear explanations of the STM32 hardware capabilities to help get you started with the device, including GPIO and several other ST Microelectronics peripherals like USB and CAN bus controller. You’ll learn how to download and set up the libopencm3 + FreeRTOS development environment, using GCC. With everything set up, you’ll leverage FreeRTOS to create tasks, queues, and mutexes. You’ll also learn to work with the I2C bus to add GPIO using the PCF8574 chip. And how to create PWM output for RC control using hardware timers.You'll be introduced to new concepts that are necessary to master the STM32, such as how to extend code with GCC overlays using an external Winbond W25Q32 flash chip. Your knowledge is tested at the end of each chapter with exercises. Upon completing this book, you’ll be ready to work with any of the devices in the STM32 family. Beginning STM32, Second Edition provides the professional, student, or hobbyist a way to learn about ARM without costing an arm!What You'll Learn Initialize and use the libopencm3 drivers and handle interruptsUse DMA to drive a SPI based OLED displaying an analog meterRead PWM from an RC control using hardware timersUnderstand STM32 capabilities, including USB controller, RTC, DMA, CAN bus, and more Who This Book Is ForExperienced embedded engineers, students, hobbyists and makers wishing to explore the ARM architecture, going beyond Arduino limits.
Programming for Game Design: A Hands-On Guide with Godot
by Wallace Wang Tonnetta WalcottCreate video game elements using the Godot game engine, gaining practical experience in programming and video game development. The Godot game engine uses a simplified programming language called GDScript, which closely resembles Python. By learning GDScript, you can focus more on learning the basics of programming. You’ll explore concepts such as variables and data structures variables used to store information about video game objects that can be manipulated using a keyboard or a mouse. You’ll also learn about user interface design, branching statements, and looping statements, enabling you to actively engage in programming and create your own interactive games. By the end of the book, you’ll have a solid understanding of how video game elements work and how the basic principles of programming work as well. By programming simple video game elements in the Godot game engine, you’ll learn both programming and the principles of 2D video game design.What You Will LearnUnderstand the basics of programming by creating simple video game elements in the Godot game engine.Explore variables and data structures to actively store and modify information about video game objects.Gain a deeper understanding of user interface design.Master simplified programming languages like GDScript.Who This Book Is For Aspiring programmers and game enthusiasts seeking an engaging introduction to programming through video game creation.
An Introduction to PHP: Learn PHP 8 to Create Dynamic Websites
by Mark SimonUse PHP to enhance your web pages. This book shows you how PHP programming works, and how to write and organize PHP code. The book starts with steps to download and install a setup for a sample website that will form the basis for upcoming chapters. You start by writing PHP code and learn how to mix it with HTML and manage the code. From there, you will learn about dynamic content, along with a deep dive into form processing and sending email. Saving uploaded data and uploading files is discussed next. You will learn how to configure your PHP project and develop a library. You will then learn how to create an image catalog and manage data on your web page. By the end of the book, you will understand how to work with cookies, sessions, and logging in, followed by an example of creating a simple blog that reiterates the concepts developed in the previous chapters.After reading this book, you will be able to configure, create, and manage your dynamic website.What Will You LearnKnow the basics of programming with the PHP languageUse PHP to generate dynamic web pagesWork with SQL databasesWork with forms to upload text data and binary filesUse tips and tricks to write clean and maintainable codeWho This Book Is ForWeb developers and students learning to develop and maintain PHP code on their website
Scalable AI and Design Patterns: Design, Develop, and Deploy Scalable AI Solutions
by Abhishek MishraUnderstand and apply the design patterns outlined in this book to design, develop, and deploy scalable AI solutions that meet your organization's needs and drive innovation in the era of intelligent automation.This book begins with an overview of scalable AI systems and the importance of design patterns in creating robust intelligent solutions. It covers fundamental concepts and techniques for achieving scalability in AI systems, including data engineering practices and strategies. The book also addresses scalable algorithms, models, infrastructure, and architecture considerations. Additionally, it discusses deployment, productionization, real-time and streaming data, edge computing, governance, and ethics in scalable AI. Real-world case studies and best practices are presented, along with insights into future trends and emerging technologies.The book focuses on scalable AI and design patterns, providing an understanding of the challenges involved in developing AI systems that can handle large amounts of data, complex algorithms, and real-time processing. By exploring scalability, you will be empowered to design and implement AI solutions that can adapt to changing data requirements.What You Will LearnDevelop scalable AI systems that can handle large volumes of data, complex algorithms, and real-time processingKnow the significance of design patterns in creating robust intelligent solutionsUnderstand scalable algorithms and models to handle extensive data and computing requirements and build scalable AI systemsBe aware of the ethical implications of scalable AI systemsWho This Book Is ForAI practitioners, data scientists, and software engineers with intermediate-level AI knowledge and experience
Speed Metrics Guide: Choosing the Right Metrics to Use When Evaluating Websites
by Matthew EdgarFaster websites offer a better user experience and typically have higher conversion rates. It can be challenging to know where to invest to meaningfully improve a website's speed. Investing correctly to improve speed starts with understanding how to correctly measure speed and knowing how to use those measurements to identify the biggest opportunities. Speed Metrics Guide helps marketers, SEOs, business leaders, designers, and everybody else involved in website performance select the right metrics to use to optimize their website's speed. Each chapter examines a specific metric, discusses what it measures, why the metric matters and what tactics will help improve that metric. What You'll LearnThe best metrics and tools to help you measure website speed, including Google's Core Web VitalsHow and when to best use each metricWhere each metric fits within the website loading processHow to use each metric to find different ways of improving website speed Who This book Is ForNon-technical audience, including marketers, SEOs, designers, and UX professionals.
Practical Web Accessibility: A Comprehensive Guide to Digital Inclusion
by Ashley FirthEveryone deserves to use the Internet. An estimated 1.3 billion people experience significant disability. That’s 16percent of the world’s population, or one in six of us. At the same time, over 96 percent of the one million most popular websites have an accessibility issue. Add to this the massive rise in legal cases around sites not being accessible, including Beyoncé, Disney, and Netflix, and you have an important topic that more and more people are starting to engage with.In this updated and revamped second edition of the Amazon technology chart-topping Practical Web Accessibility, you’ll be guided through a broad range of disabilities and access needs. You’ll understand the ways these users typically engage with the web, the barriers they often face, and practical advice on how your websites and content can be compliant, but more than that, inclusive and enjoyable to use. There’s also a new chapter on “Outsourcing Accessibility,” exploring third party “bolt-on” tools, “build your own website” platforms like Wix, and popular design systems. You‘ll explore whether they’re helpful or detrimental in the fight to make the web more accessible.Throughout this book you’ll learn to test for, spot, and fix web accessibility issues for a wide range of physical and mental impairments. Featuring content from the latest compliance frameworks, including the newly released WCAG 2.2 and exploratory concepts in WCAG 3, you’ll see how to go beyond the basic requirements in order to help your users. You’ll also learn that an accessible approach won’t just help people with disabilities, it will improve your website for everyone.This book comes complete with practical examples you can use in your own sites, along with a brand-new approach to auditing and improving a website’s accessibility, and a team’s approach to it, based on tools created by the author and refined over years as a consultant — The FAIR framework and ACCESS checklist. With these tools, you can set up processes for yourself and your team that will drastically improve the accessibility of your sites and, importantly, keep them that way in the future. Suitable for those of any profession or experience level, Practical Web Accessibility gives you all the information you need to ensure that your sites are truly accessible for the modern, inclusive web. If you would like to learn about web accessibility in a clear and actionable way, this book is for you.What You Will LearnA greater understanding of a vast range of disabilities that have online access needs, and the issues they typically face accessing content online.Ways to apply the practical steps required to cater for those needs.How to take your sites, and colleagues, on a journey from being inaccessible to accessible.The importance of accessibility in your designs, code, content, and more.The best ways to test andimprove your sites, so you can be compliant, and truly accessible. Who This Book Is For Anyone, regardless of what they do, who wants to learn how to make websites and their content more accessible for those with disabilities. In the world of web, the book has been used by front and backend developers, designers, product and project managers, team and business leaders.
Beginning C: From Beginner to Pro
by German Gonzalez-Morris Ivor HortonLearn how to program using C, beginning from first principles and progressing through step-by-step examples. This seventh edition is fully updated to reflect new features of C23, and addresses deprecated functions and features that are no longer supported.You’ll discover that C is a foundation language that every programmer ought to know. Beginning C is written by renowned author Ivor Horton and expert programmer German Gonzalez-Morris. This book increases your programming expertise by guiding you through the development of fully working C applications that use what you've learned in a practical context. Examples of how to use deprecated functions are also provided, along with new examples for replacing them when a simple solution is possible.By the end of the book you'll be confident in your skills with all facets of the widely-used and powerful C language and be able to strike out on your own by trying the exercises included at the end of each chapter. All you need are this book and any of the widely available C compilers, and you'll soon be writing real C programs. What You Will Learn Discover the C programming languageProgram using C starting with first steps, then making decisionsUse loops, arrays, strings, text, pointers, functions, I/O, and moreCode applications with strings and textStructure your programs efficientlyWork with data, files, facilities, and more Who This Book Is For Those new to C programming who may or may not have some prior programming experience.
Mindful Design: A Survival Guide for Responsible Product Designers (Design Thinking)
by Scott RileyLearn to create seamless designs backed by a responsible understanding of the human mind. This new edition is fully updated and reworked to employ a realistic, challenging, and practical approach to interface design, presenting state of the art scientific studies in behavioral sciences, interface design and the psychology of design. All with modern, up-to-date examples and screenshots. The practical portion of this edition has been completely reworked, giving you the chance to follow along with a real, proven design process that has produced several successful products imbued with the principles of mindful, responsible design.You'll examine how human behavior can be used to integrate your product design into lifestyle, rather than interrupt it, and make decisions for the good of those that are using your product. You will also learn about the neurological aspects and limitations of human vision and perception; about our attachment to harmony and dissonance; and about our brain’s propensity towards pattern recognition and how we perceive the world around us. In the second half of the book, you’ll follow along with the key phases of a design project, implementing what you have learned in an end-to-end, practical setting. Design is a responsibility, but not enough designers understand the human mind or the process of thought. Mindful Design, Second Edition introduces the areas of brain science that matter to designers, and passionately explains how those areas affect each human’s day-to-day experiences with products and interfaces, providing a battle-tested toolkit to help you make responsible design decisions. What You'll Learn Review how attention and distraction work and the cost of attentional switchingUse Gestalt principles to communicate visual groupingEnsure your underlying models make sense to your audienceUse time, progression, and transition to create a compositionCarefully examine controlling behavior through reductionist and behaviorist motivation concepts Apply the theoretical knowledge to practical, mindful interface design Who This Book Is For The primary audience for this book is professional designers who wish to learn more about the human mind and how to apply that to their work. The book is also useful for design-focused product owners and startup founders who wish to apply ethical thinking to a team, or when bootstrapping their products. The secondary audience is design students who are either studying a ‘traditional’ visual design course, or a UX/interaction design course who have a desire to learn how they might be able to apply mindful design to their early careers. Finally, a tertiary audience for this book would be tutors involved in teaching design, or peripheral, courses who may wish to incorporate its teachings into their lectures, workshops or seminars.
The Engineering Leadership Playbook: Strategies for Team Success and Business Growth
by Raphael NevesIn today's business landscape, software engineering teams must deliver innovation faster than ever. However, outdated management approaches centered on tools and metrics rather than people strangle velocity and creativity. Legacy leaders cling to rigid structures mismatched with market dynamics, draining effort and morale from burnt-out teams. The Engineering Leadership Playbook provides a modern framework to unlock your team's potential through empathy, clarity, and empowerment. Unlike traditional leadership books fixated on delivery metrics, Raphael Neves offers a refreshing people-oriented leadership model tailored to nuances of engineering culture. With 15+ years leading high-growth tech teams, Raphael demystifies how to balance autonomy with alignment, reconstruct feedback models on psychological safety, and sustain excellence amidst uncertainty. You'll learn his proven conflict resolution blueprint for defusing clashes through mutual understanding while tangibly tracking progress. Additionally, his continuous feedback system grounded in evidence spotlights gaps early while accelerating strengths. This playbook moves systematically from foundational concepts like emotional intelligence and leading by example into team development frameworks around high-impact coaching, mentorship, and performance reviews. The method is brought full circle through innovation catalysts that maintain creative momentum at scale. Step-by-step, Raphael unpacks human-centered leadership aligned with accelerating market realities. Apply his engineering management playbook, and your teams will thrive fueled by vision, trust, and care. What You'll Learn Study different leadership styles and how to switch their approaches depending on circumstances Review critical communication skills, especially in technical fields Create IDPs for team members, especially senior engineers and leaders Who This Book Is For Current engineering leaders, aspiring engineering leaders, senior engineers, HR professionals and recruiters, and professionals in related fields
RISC-V Assembly Language Programming: Unlock the Power of the RISC-V Instruction Set (Maker Innovations Series)
by Stephen SmithGain the skills required to dive into the fundamentals of the RISC-V instruction set architecture. This book explains the basics of code optimization, as well as how to interoperate with C and Python code, thus providing the starting points for your own projects as you develop a working knowledge of assembly language for various RISC-V processors.The RISC-V processor is the new open-source CPU that is quickly gaining popularity and this book serves as an introduction to assembly language programming for the processor in either 32- or 64-bit mode. You’ll see how to write assembly language programs for several single board computers, including the Starfive Visionfive 2 and the Espressif ESP32-C3 32-bit RISC-V microcontroller. The book also covers running RISC-V Linux with the QEMU emulator on and Intel/AMD based PC or laptop and all the tools required to do so.Moving on, you’ll examine the basics of the RISC-V hardware architecture, all the groups of RISC-V assembly language instructions and understand how data is stored in the computer’s memory. In addition, you’ll learn how to interface to hardware such as GPIO ports. With RISC-V Assembly Language Programming you’ll develop enough background to use the official RISC-V reference documentation for your own projects.What You'll LearnProgram basic RISC-V Assembly LanguageSee how data is represented and stored in a RISC-V based computerMake operating system calls from Assembly Language and include other software libraries in projectsInterface to various hardware devicesComprehend code containing Assembly LanguageReverse engineer and hack codeUse the official RISC-V reference documentationWho This Book Is ForThose who have already learned to program in a higher-level language like Python, Java, C# or even C and now wish to learn Assembly Language programming.
ABCs of Electronics: An Easy Guide to Electronics Engineering (Maker Innovations Series)
by Farzin AsadiLearn the fundamental principles of electronic components in a simple, easy-to-follow text. This book is a must-have for anyone seeking to master the basics of electronic engineering.Completely avoiding unnecessary complex technical concepts and highly mathematical terms, chapters are presented in simple language, using analogies that are familiar to everyone. From deciphering schematics to practical implementation, the knowledge imparted in these pages opens doors to exciting possibilities. You'll gain a solid understanding of crucial components like diodes, transistors, relays, ICs, DC motors, and more.Whether you're a student looking to grasp the fundamentals or a maker eager to bring your projects to life, ABCs of Electronics is your essential companion. What You'll LearnGain the skills to read and implement electronic schematicsDevelop a practical understanding of digital electronics, logic gates, and prototyping platforms.Discover how to work with DC motors and relays for various electronic applications.Acquire essential electronics knowledge Simplify the complexities of electronics and offer practical, hands-on guidance.Who This Book Is ForMakers, high school and college students pursuing electronic engineering, individuals with a general interest in electronics, and anyone seeking a practical and simplified approach to learning the fundamentals of electronics.