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Essential CVS, 2nd Edition
by Jennifer VespermanThis easy-to-follow reference shows a variety of professionals how to use the Concurrent Versions System (CVS), the open source tool that lets you manage versions of anything stored in files. Ideal for software developers tracking different versions of the same code, this new edition has been expanded to explain common usages of CVS for system administrators, project managers, software architects, user-interface (UI) specialists, graphic designers and others. Current for version 1.12, Essential CVS , 2nd Edition offers an overview of CVS, explains the core concepts, and describes the commands that most people use on a day-to-day basis. For those who need to get up to speed rapidly, the book's Quickstart Guide shows you how to build and use a basic CVS repository with the default settings and a minimum of extras. You'll also find: A full command reference that details all aspects of customizing CVS for automation, logging, branching, merging documents, and creating alerts Examples and descriptions of the most commonly used options for each command Why and when to tag or branch your project, tagging before releases, and using branching to create a bugfix version of a project Details on the systems used in CVS to permit multiple developers to work on the same project without loss of data An entire section devoted to document version management and project management includes ways to import and export projects, work with remote repositories, and shows how to fix things that can go wrong when using CVS. You'll find more screenshots in this edition as well as examples of using graphical CVS clients to run CVS commands. Essential CVS also includes a FAQ that answers common queries in the CVS mailing list to get you up and running with this system quickly and painlessly.
Essential Cybersecurity Science: Build, Test, and Evaluate Secure Systems
by Josiah DykstraIf you’re involved in cybersecurity as a software developer, forensic investigator, or network administrator, this practical guide shows you how to apply the scientific method when assessing techniques for protecting your information systems. You’ll learn how to conduct scientific experiments on everyday tools and procedures, whether you’re evaluating corporate security systems, testing your own security product, or looking for bugs in a mobile game.Once author Josiah Dykstra gets you up to speed on the scientific method, he helps you focus on standalone, domain-specific topics, such as cryptography, malware analysis, and system security engineering. The latter chapters include practical case studies that demonstrate how to use available tools to conduct domain-specific scientific experiments.Learn the steps necessary to conduct scientific experiments in cybersecurityExplore fuzzing to test how your software handles various inputsMeasure the performance of the Snort intrusion detection systemLocate malicious “needles in a haystack” in your network and IT environmentEvaluate cryptography design and application in IoT productsConduct an experiment to identify relationships between similar malware binariesUnderstand system-level security requirements for enterprise networks and web services
Essential Data Analytics, Data Science, and AI: A Practical Guide for a Data-Driven World
by Maxine AttobrahIn today’s world, understanding data analytics, data science, and artificial intelligence is not just an advantage but a necessity. This book is your thorough guide to learning these innovative fields, designed to make the learning practical and engaging.The book starts by introducing data analytics, data science, and artificial intelligence. It illustrates real-world applications, and, it addresses the ethical considerations tied to AI. It also explores ways to gain data for practice and real-world scenarios, including the concept of synthetic data. Next, it uncovers Extract, Transform, Load (ETL) processes and explains how to implement them using Python. Further, it covers artificial intelligence and the pivotal role played by machine learning models. It explains feature engineering, the distinction between algorithms and models, and how to harness their power to make predictions. Moving forward, it discusses how to assess machine learning models after their creation, with insights into various evaluation techniques. It emphasizes the crucial aspects of model deployment, including the pros and cons of on-device versus cloud-based solutions. It concludes with real-world examples and encourages embracing AI while dispelling fears, and fostering an appreciation for the transformative potential of these technologies.Whether you’re a beginner or an experienced professional, this book offers valuable insights that will expand your horizons in the world of data and AI.What you will learn:What are Synthetic data and Telemetry dataHow to analyze data using programming languages like Python and Tableau.What is feature engineeringWhat are the practical Implications of Artificial IntelligenceWho this book is for:Data analysts, scientists, and engineers seeking to enhance their skills, explore advanced concepts, and stay up-to-date with ethics. Business leaders and decision-makers across industries are interested in understanding the transformative potential and ethical implications of data analytics and AI in their organizations.
Essential Effects: Water, Fire, Wind, and More
by Mauro MaressaAnimate the world around you! Follow along with veteran Disney effects artist Mauro Maressa as he teaches you how to create and animate natural phenomena like water, fire, smoke, lightning, lava, mud, and wind. Essential Effects will help you plan, draw, design, and animate traditional 2D effects, taking your ideas all the way from rough sketch to finished product. Using a series of full-color visual breakdowns and diagrams, this book gives you a clear, concise understanding of what it takes to create credible, compelling effects in your own projects. Key Features Build a strong foundation of observation and drawing skills that you can rely on for the rest of your career Tips and tricks for applying classic effects principles to computer-animated and CG projects Over 400 full-color images and diagrams for clear step-by-step learning
Essential Elements of Portrait Photography
by Bill IsraelsonCreating an idealized image of a subject is a portrait photographer's job. However, the approach is not quite formulaic. From one subject to the next and one day to the next, there are different goals and scenarios-on Monday, you may be tasked with photographing your subjects under cloudy skies on a beach; on Tuesday, you may need want to downplay your client's wide hips in the studio; on Wednesday, you may want to create dramatic lighting for an actor's portfolio-on-stage. Every day, there is a unique challenge to meet, often under varying conditions. So, how do you make a magically good portrait during every shoot?In this book, Bill Israelson shows you how to tackle the problem of creating a great portrait of your every client. Beginning with a discussion on equipment essentials, breaking the discussion into two topics-gear for studio work and portable equipment for location work.Next, you'll learn simple posing strategies for making women, men, kids, and groups looks their best in any presentation. You'll learn how to position the body from head to toe to maximize assets and downplay common problem areas.Lighting is the backbone of every image. In the studio, you have complete control over every facet of the lighting-from its hardness or softness to its color temperature and direction. On location, the basic principles of good lighting still apply-but the quality and quantity of light is subject to change. Israelson shows you how to harness the available light and supplement it when needed to create saleable images every time.With straightforward, jargon-free text and a wide range of image examples, this book will help you quickly learn how to improve your portrait results to create client-pleasing portraits every time.
Essential Enterprise Blockchain Concepts and Applications
by Kavita SainiBlockchain is a technology that has attracted the attention of all types of businesses. Cryptocurrency such as Bitcoin has gained the most attention, but now companies are applying Blockchain technology to develop solutions improving traditional applications and securing all types of transactions. Robust and innovative, this technology is being combined with other well-known technologies including Cloud Computing, Big Data, and IoT to revolutionize outcomes in all verticals. Unlike books focused on financial applications, Essential Enterprise Blockchain Concepts and Applications is for researchers and practitioners who are looking for secure, viable, low-cost, and workable applications to solve a broad range of business problems. The book presents research that rethinks how to incorporate Blockchain with existing technology. Chapters cover various applications based on Blockchain technology including: Digital voting Smart contracts Supply chain management Internet security Logistics management Identity management Securing medical devices Asset management Blockchain plays a significant role in providing security for data operations. It defines how trusted transactions can be carried out and addresses Internet vulnerability problems. Blockchain solves the security fault line between AI and IoT in smart systems as well as in other systems using devices connected to each other through public networks. Linear and permanent indexed records are maintained by Blockchain to face the vulnerability issues in a wide variety applications. In addition to applications, the book also covers consensus algorithms and protocols and performance of Blockchain algorithms.
Essential Excel 2016
by David SlagerThis book shows you how easy it is to create, edit, sort, analyze, summarize and format data as well as graph it. Loaded with screen shots, step-by-step instructions, and reader exercises, Essential Excel 2016 makes it easy for you to get to grips with this powerful software and what it can do. What You'll Learn How to create amazing visualizations of your data Easy and accurate methods for entering data How to extract just the information you want from imported data, and manipulate it and format it the way you want Export your results to other programs or share with others in the cloud Organize, Summarize, Filter, and Consolidate your Data in almost any way imaginable Audit, Validate and Protect your Data Who This Book Is For Anyone new to Excel, or looking to take better advantage of the platform and find out its latest features
Essential Excel 2019: A Step-By-Step Guide
by David Slager Annette SlagerCreate, edit, sort, analyze, summarize, and format data as well as graph it in Excel 2019. Chock full of visuals, user-friendly instructions, and reader exercises, this in-depth guide makes it easy for you to get on the bandwagon taking advantage of this powerful software and what it can do. Essential Excel 2019 doesn’t mess around. It provides the most clear and concise, but complete, information you need to successfully use the expansive features of Excel in your work environment.The second edition of this soup-to-nuts book delivers essential how-to and reference information for users who are new to Excel, those who want to continue building their Excel skills, or anyone who wants to get up to speed on the latest changes and features in Excel 2019. It is heavy on the practical examples and light on the theory, providing a step-by-step process of what you need to do when you are working with Excel. You will begin with the basics, advancing as each chapter builds on knowledge from previous chapters. You will appreciate real-life examples and exercises that reinforce what you have learned, and upon finishing the book, you will have the confidence to use much more than the typical 10% that most people use in Excel. What You Will Learn Create amazing visualizations of your data Get up to speed on easy and accurate methods for entering data Extract the information you want from imported data; manipulate and format it to meet your needs Export your results to other programs or share with others in the cloud Organize, summarize, filter, and consolidate your data in multiple ways Audit, validate, and protect your data Who This Book Is ForAnyone new to Excel or looking to take better advantage of the advanced features of the platform
The Essential Guide to Game Audio: The Theory and Practice of Sound for Games
by Steve Horowitz Scott LooneyThe Essential Guide to Game Audio: The Theory and Practice of Sound for Games is a first of its kind textbook and must-have reference guide for everything you ever wanted to know about sound for games. This book provides a basic overview of game audio, how it has developed over time, and how you can make a career in this industry. Each chapter gives you the background and context you will need to understand the unique workflow associated with interactive media. The practical, easy to understand interactive examples provide hands-on experience applying the concepts in real world situations.
The Essential Guide to HTML5: Using Games To Learn Html5 And Javascript
by Jeanine MeyerGain a deep, practical knowledge of HTML and JavaScript that will provide an introduction to programming and enable you to build interactive websites. This completely updated second edition explains HTML, JavaScript and CSS in the context of working examples and contains full-color screen shots of the programs in action.You'll begin at an introductory level, learning the essentials of HTML5 and JavaScript and programming techniques. Each chapter features either a familiar game such as Hangman, Rock-Paper-Scissors, Craps, Memory, and Blackjack, or a simple type of game, such as a quiz, a maze, or animated simulations. You’ll develop solid programming skills that will help when learning other programming languages. Each chapter contains tables revealing the structure of the program with comments for each line of code. These examples demonstrate the features introduced with HTML5. You’ll see how to use canvas elements for line drawing. You can include your own audio and video clips, directly controlled by your JavaScript code. For example, the reward for correct completion of a quiz can be the playing of an audio clip and a video clip. You’ll also learn how to use localStorage to store high scores or game preferences on a user's computer for retrieval next time they play. The Essential Guide to HTML5 explores all of this and more.What You'll Learn Understand HTML 5 concepts with the help of easy-to-grasp, appealing examples Use HTML5 to explore new avenues for application and game development on the webReview important new elements of HTML 5 Build, test, and upload simple games to a web site. Who This Book Is ForBoth absolute beginners and users with some knowledge of HTML who want to learn the new HTML5 features
The Essential Guide to HTML5: Using Games to Learn HTML5 and JavaScript
by Jeanine MeyerGain a deep, practical knowledge of the basic tools used for webpages: hypertext markup language (HTML5), cascading style sheets (CSS), and JavaScript. This updated version includes new and improved games and exercises, and will serve total beginners as well as people with some programming language experience, but not familiar with the combination of HTML, CSS, and JavaScript.You'll begin at an introductory level with the focus on technical features as well as programming techniques. Each chapter features a familiar game such as Rock-Paper-Scissors, Craps, Memory, and Blackjack or generic examples such as working with Mazes. Other projects include constructing and saving a maze; a basic word guessing game; ballistic games (Cannonball and Slingshot); a quiz requiring items to be put in order; and an animation demonstration featuring a ball, photo or video clip bouncing within a rectangle. The Appendix contains examples of advanced techniques such as Scalar Vector Graphics programs displaying the HTML5 Logo and a cartoon figure, each of which can be changed dynamically, and mathematical techniques for calculating if a move crosses a line and re-adjusting an arrangement of circles and arrows. The exposition on each example in the chapters and the Appendix includes screen shots and tables revealing the structure of the program and statement by statement explanation of code.The book also contains suggestions for using the concepts and techniques to build your own programs. If you follow through with your own ideas, you will develop solid programming skills for building websites and for learning other programming languages, including the next version of HTML and current and future JavaScript frameworks, libraries and tools.What You'll Learn Understand HTML 5 concepts with the help of easy-to-grasp, appealing examples Use HTML5 to explore new avenues for web application and game developmentReview important new elements of HTML 5 Build, test, and upload simple games to a web site Who This Book Is ForBoth absolute beginners and users with some knowledge of HTML who want to learn the new HTML5 features
Essential Guide to RenderMan® Shading Plugin Development: Understanding Bxdfs
by Brad E. HollisterUnderstand the fundamentals of Bxdf plugins for RenderMan® 21+, both the technical details and API architecture. The main goal of the book is to enable technical artists, hobbyists, and students in using the noncommercial (NCR), free RenderMan® edition. RenderMan® is an industry standard for rendering software. It has been used for every Pixar film to date and numerous other projects. RenderMan® 21, and all subsequent versions, use Monte Carlo path tracing. This change has necessitated the use of C++ plugins in place of the RenderMan Shader Language (RSL). Because of this, writing Bxdfs now requires knowledge of Monte Carlo integration, probability density functions, and the RenderMan® C++ API. Essential Guide to RenderMan® Shading Plugin Development specifically addresses writing RenderMan® C++ materials. It explores the mathematical models of representative Bxdfs while drawing parallels, when helpful, to earlier RSL implementations. It also includes an overview of Integrators, providing further context for modern RenderMan® programmable shading. What You Will LearnC++ development for BxdfsFundamentals of the rendering equationMonte Carlo integration Who Is This Book ForBeginner plugin writers for RenderMan®, such as technical artists, students, or hobbyists who may already have experience with RSL or another shader language. More experienced C++ developers without knowledge of RenderMan® or Monte Carlo path tracing will benefit from the content as well. While some prior experience in computer graphics is helpful, the book provides background and references for further study.
The Essential Guide to Serial ATA and SATA Express
by David A. DemingUsed in laptop and desktop computers, low-end servers, and mobile devices, Serial ATA (Advance Technology Attachment), or SATA, is the pervasive disk storage technology in use today. SATA has also penetrated the enterprise computing environment by adding hardware components for fail-over, extending command processing capabilities, and increasing de
The Essential Guide to the Business & Law of Esports & Professional Video Gaming
by Justin M Jacobson"As esports has grown, the need for professional legal representation has grown with it. Justin's Essential Guide to the Business & Law of Esports & Professional Video Gaming provides a great baseline and will help prevent the legal horror stories of esports in the past." Mitch Reames, AdWeek and Esports Insider "Justin’s exploration of the business and law side of the esports sector fills a gap of knowledge that is an absolute necessity in truly understanding the esports space." Kevin Hitt, The Esports Observer The Essential Guide to the Business & Law of Esports & Professional Video Gaming covers everything you need to know about the past, present, and future of esports and professional video gaming. The book is written by one of the foremost attorneys and business practitioners in today’s esports and professional gaming scene, Justin M. Jacobson, Esq. This guide is meant to provide you with an in-depth look at the business and legal matters associated with the esports world. • Includes coverage of the stakeholders in the esports business "ecosystem," including the talent, the teams, the publishers, and the event organizers. • Explores various legal fields involved with esports, including intellectual property, employment and player unions, business investments and tax "write-offs," immigration and visas, event operation tips, social media and on-stream promotions, and much more. • The most current book on the market, with actual contract provisions modeled on existing major esports player, coach, shoutcaster, and sponsorship agreements. About the Author Justin M. Jacobson, Esq. is an entertainment and esports attorney located in New York City. For the last decade, he has worked with professional athletes, musicians, producers, DJs, record labels, fashion designers, as well as professional gamers, streamers, coaches, on-air talent, and esports organizations. He assists these creative individuals with their contract, copyright, trademark, immigration, tax, and related business, marketing, and legal issues. He is a frequent contributor to many industry publications and has been featured on a variety of entertainment, music, and esports publications and podcasts, including Business Insider, The Esports Observer, Esports Insider, Tunecore, and Sport Techie. Justin has positioned himself as a top esports business professional working with talent in a variety of franchise leagues including the Overwatch League, Overwatch Contenders, and Call of Duty Pro League as well as in many popular competitive titles such as Fortnite, CS:GO, Gears of War, Halo, Super Smash Brothers, Rainbow 6, PUBG, Madden, and FIFA and mobile games such as Brawlhalla, Clash of Clans, and Call of Duty mobile. Previously, he worked with various esports talent agencies as well as in an official capacity on behalf of several esports teams and brands.
The Essential Guide to the Internet for Health Professionals: An Interactive Beginner's Handbook
by Sydney ChellenFirst published in 2003. Routledge is an imprint of Taylor & Francis, an informa company.
An Essential Introduction to Maya Character Rigging
by Cheryl BriggsWhile some rigging books focus too much on the theory of rigging and provide little instruction, others do the exact opposite and offer no reasoning behind the button-pushing. An Essential Introduction to Maya Character Rigging, 2nd Edition, however, offers a perfect balance. Cheryl Briggs’ text is built for the classroom, with step-by-step tutorials that guide the reader through the rigging process. With vibrant screenshots and a plethora of helpful tips, this book provides a strong foundation in character rigging for anyone who wants to pursue 3D animation or more advanced rigging topics. Features Provides readers with fundamental techniques to give them a firm grasp on Maya character rigging. Thorough step-by-step tutorials, which provides instruction on how to create biped, quadruped, and prop rigs. Continuous updates and further support can be located at www.cherylcreates.com Cheryl Briggs (formerly Cabrera) is an award-winning animated short film director. She has advised and guided aspiring animators, game artists, and visual effects artists for 20 years. Since 2009, Cheryl has taught all aspects of production in the Character Animation specialization in the School of Visual Arts and Design at the University of Central Florida. She also taught as Professor of Animation at the Savannah College of Art and Design from 2001 to 2009. Cheryl is currently on the Board of Directors for the Animation Hall of Fame. She also is a member of the Special Interest Group on Computer Graphics and Interactive Techniques (SIGGRAPH), the International Animated Film Society (ASIFA-Hollywood), Women in Animation, Women in Film and Television, and the Society for Animation Studies. Cheryl is also an Autodesk Certified Professional and an Autodesk Certified Instructor in Maya. She is the author of An Essential Introduction to Maya Character Rigging (Focal Press, 2008), Reel Success: Creating Demo Reels and Animation Portfolios (Focal Press, 2013), and Animating Short Stories: Narrative Techniques and Visual Design (Bloomsbury Academic, 2019). Cheryl holds a B.A. and M.Ed. in Education and an M.F.A. in Computer Art with a specialization in 3D Animation. She is a digital artist and animator that blends the lines between digital imagery and the traditional painting medium. She has participated is numerous group and solo exhibitions in the United States and her work is featured in several private collections. Her award-winning students have been featured in animation festivals worldwide, and many have gone on to work within the entertainment industry.
An Essential Introduction to Maya Character Rigging with DVD
by Cheryl CabreraDiscover the concepts and techniques required to rig engaging CG character models with Maya in this unique book and DVD package. The stunning color images show just what you can achieve, and the detailed step-by-step tutorials show exactly how to achieve them. Every technique and tip is backed up with practical tutorials, using the models, student
Essential iOS Build and Release: A Comprehensive Guide to Building, Packaging, and Distribution (Oreilly And Associate Ser.)
by Ron RocheFrustrated by the requirements for testing and distributing your iOS app? You’re not alone. This concise book takes you step by step through the maze of certification and provisioning processes that have to happen before, during, and after development. You’ll learn what’s required to sign certificates, test your app on iOS devices, and release the finished product to the App Store.Whether you’re a developer looking to spend more time coding and less time figuring out how to install your application, or a release engineer responsible for producing reliable builds, this guide will help you successfully navigate the build and release processes for your iOS app.Get an overview of the iOS Dev Center, including the iOS Provisioning Portal, Member Center, and iTunes ConnectCreate your App ID, and generate signing certificates for development and distributionManage the provisioning profiles necessary to test your app on iOS devicesLearn common scenarios for iOS Simulator, Ad Hoc, and App Store distribution buildsAutomate the process to continuously build, sign, and package your app(s) for distribution
Essential Java for AP CompSci: From Programming to Computer Science
by Doug WinnieGain the essential skills for computer science using one of today's most popular programming languages, Java. This book will prepare you for AP CompSci Complete, but you don’t need to be sitting that class to benefit. Computer science has become a basic life skill that everyone is going to need to learn. Whether you are going into a career or side hustle in business, technology, creativity, architecture, or almost any other field, you will find coding and computer science play a role. So when we learn programming we are going to focus on three things: what is the process; what is the syntax; and what is the flow. The process is represented as a flowchart. We will learn how to make these to help you plan out what you are going to do before you write a line of code. At first, the flowcharts will be pretty simple, but then they will get more complex. The syntax is the code: this is what you write that translates the process you create in a flowchart to the instructions that the computer can understand. Finally, there is the flow. This is where you trace through the code and see how the data and information it stores along the way changes. You can see how the operation of the program cascades from line to line. You will be building charts that will capture the programming flow so you can better understand how the computer processes code to make your next program easier to conceive and code.Along the way to aid in the learning of the essential Java skills, there will be three kinds of project types throughout this book: business software projects for applications where you work for a company and need to complete an internal project for a team such as the sales, marketing, or data science teams; social good projects where you are working for non-profits or for agencies that are trying to research and provide solutions to economic, environmental, medical, or humanitarian projects; and game development projects for games based on player input, random chance, or other mechanics for the use of entertainment.What is unique about computer science is how it has become a skill, and not just a career. While there are jobs and titles of “computer scientist”, the skill of computer science, and specifically programming, are almost everywhere. After reading and using this book, you'll have the essential skills to think like a computer scientist, even if you are not. As a result you’ll be of greater value to your clients, your company, and yourself. What You Will Learn Discover the primary building blocks of programming using the Java programming language See terminology and best practices of software development Work with object-oriented programming concepts Use common-language definitions and examples to help drive understanding and comprehension of computer science fundamentals Who This Book Is For Those who want to learn programming and want to think like a computer scientist. Ideal for anyone taking AP CompSci Complete.
Essential Logic for Computer Science
by Rex Page Ruben GamboaAn introduction to applying predicate logic to testing and verification of software and digital circuits that focuses on applications rather than theory. Computer scientists use logic for testing and verification of software and digital circuits, but many computer science students study logic only in the context of traditional mathematics, encountering the subject in a few lectures and a handful of problem sets in a discrete math course. This book offers a more substantive and rigorous approach to logic that focuses on applications in computer science. Topics covered include predicate logic, equation-based software, automated testing and theorem proving, and large-scale computation. Formalism is emphasized, and the book employs three formal notations: traditional algebraic formulas of propositional and predicate logic; digital circuit diagrams; and the widely used partially automated theorem prover, ACL2, which provides an accessible introduction to mechanized formalism. For readers who want to see formalization in action, the text presents examples using Proof Pad, a lightweight ACL2 environment. Readers will not become ALC2 experts, but will learn how mechanized logic can benefit software and hardware engineers. In addition, 180 exercises, some of them extremely challenging, offer opportunities for problem solving. There are no prerequisites beyond high school algebra. Programming experience is not required to understand the book's equation-based approach. The book can be used in undergraduate courses in logic for computer science and introduction to computer science and in math courses for computer science students.
Essential Mac OS X Panther Server Administration
by Michael Bartosh Ryan FaasBartosh, a consultant and trainer specializing in Mac OS X, and Fass, a Mac columnist for Computerworld, offer insight, explanations, and troubleshooting tips on how to use Mac OS X Panther Server tools alongside the Unix command line to manage a Server effectively, in this guide for IT professionals. Chapters are in sections on installation and management, security services, client management, and Internet services. A 30-page appendix introduces directory services.
Essential Mac OS X Panther Server Administration
by Ryan Faas Michael BartoshFrom the command line to Apple's graphical tools, this book uses a thorough, fundamental approach that leads readers to mastery of every aspect of the server. Full of much-needed insight, clear explanations, troubleshooting tips, and security information in every chapter, the book shows system administrators how to utilize the software's capabilities and features for their individual needs. Some of the topics covered in detail include: Installation Deployment Server management Directory services Web application services System interaction Data gathering Stress planning This comprehensive guide also takes the time to carefully highlight and analyze the differences between Mac OS X and the other server platforms. Whether you're a seasoned Unix or Windows administrator or a long-time Mac professional, Essential Mac OS X Panther Server Administration provides you with the depth you're seeking to maximize the potential of your Mac OS X Panther Server.
Essential Math for AI: Next-Level Mathematics for Efficient and Successful AI Systems
by Hala NelsonCompanies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory.Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations. Whether you're just beginning your career or have years of experience, this book gives you the foundation necessary to dive deeper in the field.Understand the underlying mathematics powering AI systems, including generative adversarial networks, random graphs, large random matrices, mathematical logic, optimal control, and moreLearn how to adapt mathematical methods to different applications from completely different fieldsGain the mathematical fluency to interpret and explain how AI systems arrive at their decisions
Essential Math Skills for Engineers
by Clayton R. PaulJust the math skills you need to excel in the study or practice of engineeringGood math skills are indispensable for all engineers regardless of their specialty, yet only a relatively small portion of the math that engineering students study in college mathematics courses is used on a frequent basis in the study or practice of engineering. That's why Essential Math Skills for Engineers focuses on only these few critically essential math skills that students need in order to advance in their engineering studies and excel in engineering practice.Essential Math Skills for Engineers features concise, easy-to-follow explanations that quickly bring readers up to speed on all the essential core math skills used in the daily study and practice of engineering. These fundamental and essential skills are logically grouped into categories that make them easy to learn while also promoting their long-term retention. Among the key areas covered are:Algebra, geometry, trigonometry, complex arithmetic, and differential and integral calculusSimultaneous, linear, algebraic equationsLinear, constant-coefficient, ordinary differential equationsLinear, constant-coefficient, difference equationsLinear, constant-coefficient, partial differential equationsFourier series and Fourier transformLaplace transformMathematics of vectorsWith the thorough understanding of essential math skills gained from this text, readers will have mastered a key component of the knowledge needed to become successful students of engineering. In addition, this text is highly recommended for practicing engineers who want to refresh their math skills in order to tackle problems in engineering with confidence.
Essential Mathematics for Games and Interactive Applications
by James M. Van Verth Lars M. BishopExpert Guidance on the Math Needed for 3D Game ProgrammingDeveloped from the authors' popular Game Developers Conference (GDC) tutorial, Essential Mathematics for Games and Interactive Applications, Third Edition illustrates the importance of mathematics in 3D programming. It shows you how to properly animate, simulate, and render scenes and discus