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Julia High performance
by Avik SenguptaThis book is for intermediate level Julia users/developers who are interested in high performance technical computing. You must have a basic knowledge of scientific and technical computing with Julia.
Julia High Performance: Optimizations, distributed computing, multithreading, and GPU programming with Julia 1.0 and beyond, 2nd Edition
by Avik SenguptaDesign and develop high-performance programs in Julia 1.0Key FeaturesLearn the characteristics of high-performance Julia codeUse the power of the GPU to write efficient numerical codeSpeed up your computation with the help of newly introduced shared memory multi-threading in Julia 1.0Book DescriptionJulia is a high-level, high-performance dynamic programming language for numerical computing. If you want to understand how to avoid bottlenecks and design your programs for the highest possible performance, then this book is for you. The book starts with how Julia uses type information to achieve its performance goals, and how to use multiple dispatches to help the compiler emit high-performance machine code. After that, you will learn how to analyze Julia programs and identify issues with time and memory consumption. We teach you how to use Julia's typing facilities accurately to write high-performance code and describe how the Julia compiler uses type information to create fast machine code. Moving ahead, you'll master design constraints and learn how to use the power of the GPU in your Julia code and compile Julia code directly to the GPU. Then, you'll learn how tasks and asynchronous IO help you create responsive programs and how to use shared memory multithreading in Julia. Toward the end, you will get a flavor of Julia's distributed computing capabilities and how to run Julia programs on a large distributed cluster.By the end of this book, you will have the ability to build large-scale, high-performance Julia applications, design systems with a focus on speed, and improve the performance of existing programs.What you will learnUnderstand how Julia code is transformed into machine codeMeasure the time and memory taken by Julia programs Create fast machine code using Julia's type information Define and call functions without compromising Julia's performance Accelerate your code via the GPUUse tasks and asynchronous IO for responsive programsRun Julia programs on large distributed clustersWho this book is forThis book is for beginners and intermediate Julia programmers who are interested in high-performance technical programming. A basic knowledge of Julia programming is assumed.
Julia Programming Projects: Learn Julia 1.x by building apps for data analysis, visualization, machine learning, and the web
by Adrian SalceanuA step-by-step guide that demonstrates how to build simple-to-advanced applications through examples in Julia Lang 1.x using modern tools Key Features Work with powerful open-source libraries for data wrangling, analysis, and visualization Develop full-featured, full-stack web applications Learn to perform supervised and unsupervised machine learning and time series analysis with Julia Book Description Julia is a new programming language that offers a unique combination of performance and productivity. Its powerful features, friendly syntax, and speed are attracting a growing number of adopters from Python, R, and Matlab, effectively raising the bar for modern general and scientific computing. After six years in the making, Julia has reached version 1.0. Now is the perfect time to learn it, due to its large-scale adoption across a wide range of domains, including fintech, biotech, education, and AI. Beginning with an introduction to the language, Julia Programming Projects goes on to illustrate how to analyze the Iris dataset using DataFrames. You will explore functions and the type system, methods, and multiple dispatch while building a web scraper and a web app. Next, you'll delve into machine learning, where you'll build a books recommender system. You will also see how to apply unsupervised machine learning to perform clustering on the San Francisco business database. After metaprogramming, the final chapters will discuss dates and time, time series analysis, visualization, and forecasting. We'll close with package development, documenting, testing and benchmarking. By the end of the book, you will have gained the practical knowledge to build real-world applications in Julia. What you will learn Leverage Julia's strengths, its top packages, and main IDE options Analyze and manipulate datasets using Julia and DataFrames Write complex code while building real-life Julia applications Develop and run a web app using Julia and the HTTP package Build a recommender system using supervised machine learning Perform exploratory data analysis Apply unsupervised machine learning algorithms Perform time series data analysis, visualization, and forecasting Who this book is for Data scientists, statisticians, business analysts, and developers who are interested in learning how to use Julia to crunch numbers, analyze data and build apps will find this book useful. A basic knowledge of programming is assumed.
Julia Quick Syntax Reference: A Pocket Guide for Data Science Programming
by Antonello LobiancoThis quick Julia programming language guide is a condensed code and syntax reference to the Julia 1.x programming language, updated with the latest features of the Julia APIs, libraries, and packages. It presents the essential Julia syntax in a well-organized format that can be used as a handy reference. This book provides an introduction that reveals basic Julia structures and syntax; discusses data types, control flow, functions, input/output, exceptions, metaprogramming, performance, and more. Additionally, you'll learn to interface Julia with other programming languages such as R for statistics or Python. You will learn how to use Julia packages for data analysis, numerical optimization and symbolic computation, and how to disseminate your results in dynamic documents or interactive web pages. In this book, the focus is on providing important information as quickly as possible. It is packed with useful information and is a must-have for any Julia programmer.What You Will Learn Set up the software needed to run Julia and your first Hello World exampleWork with types and the different containers that Julia makes available for rapid application developmentUse vectorized, classical loop-based code, logical operators, and blocksExplore Julia functions by looking at arguments, return values, polymorphism, parameters, anonymous functions, and broadcastsBuild custom structures in JuliaInterface Julia with other languages such as C/C++, Python, and RProgram a richer API, modifying the code before it is executed using expressions, symbols, macros, quote blocks, and moreMaximize your code’s performance Who This Book Is ForExperienced programmers new to Julia, as well as existing Julia coders new to the now stable Julia version 1.0 release.
Jump Start Adobe XD
by Daniel SchwarzGet a Jump Start on the up and coming UX design and prototyping power tool, Experience Design! Experience Design CC (also known as XD) is a brand new design tool from Adobe. With a clean, uncluttered UI and a raft of powerful features--such as live preview, Repeat Grids, artboards, symbols and collaboration tools--XD is designed from the ground up to streamline the UX design process. It makes creating interactive, sharable prototypes a snap! This book provides a rapid and practical introduction to using Adobe XD for UX design and prototyping. You'll: Get to grips with XD's clean UI and efficient keyboard shortcutsUse XD's powerful tools, such as repeat grid and symbols, to rapidly create wireframes and prototypesCreate interactive prototypes with easeCollaborate with stakeholders using built-in sharing and feedback toolsAnd more!
Jump Start Bootstrap: Get Up to Speed With Bootstrap in a Weekend
by Syed Fazle RahmanGet a Jump Start on building applications with Bootstrap today!Originally developed by Twitter, Bootstrap is a framework that making the once-arduous process of crafting fully responsive web designs a breeze! Discover why Bootstrap is fast becoming a favorite tool of top web designers.In just one weekend with this hands-on tutorial, you'll learn how to:Integrate Bootstrap into your projectsUnderstand the basic Bootstrap templateWork with Bootstrap's gridCustomize Bootstrap to work with any project
Jump Start CoffeeScript: Get Up to Speed With CoffeeScript in a Weekend
by Earle CastledineA practical and concise introduction to CoffeeScript, a programming language that compiles into JavaScript and that makes working with JavaScript easier. The book lays out the basics of the language, its syntax, and the interesting features that set it apart from JavaScript. It should satisfy anyone with an intermediate level of understanding of JavaScript who needs a conceptual and practical introduction to CoffeeScript.The book is based around a practical project, leading you through the building of a simple HTML-based 2D game, and explaining the language's philosophy, syntax, and features step-by-step along the way. You'll be able to see results on-screen from the very beginning, starting with a simple JavaScript drawing function transformed into CoffeeScript. The game's code is based on well- understood principles and prior art, using common, simple programming patterns that are easy to grasp while also demonstrating CoffeeScript's expressiveness.This is a fun and fast-paced book that rewards you for each completed step with interesting game features. You will finish the book with the sense of accomplishment that comes from building something fun, as well as having gained a solid understanding of CoffeeScript and an interest in exploring its more advanced features.
Jump Start CSS: Get Up to Speed With CSS in a Weekend
by Louis LazarisThis short SitePoint book provides readers with a fun and yet practical introduction to Cascading Style Sheets (CSS), the language used to style and lay out all web pages. This book will quickly get you up to speed with the fundamentals of CSS and give you the confidence to start experimenting on your own. It covers: Layout techniquesImages, backgrounds, textNavigationGetting fancy with CSS3 The book is built around a real-life example project: a recipe website design. It's a fun and easily understandable project that is used to demonstrate the concepts outlined in the book in a practical way.This is a clear, approachable and very easy-to-follow book that will get you to to speed with CSS in no time.
Jump Start Foundation: Get Up to Speed With Foundation in a Weekend
by Syed Fazle Rahman Joe HewitsonGet a Jump Start on building applications with Foundation today! Developed by Zurb, Foundation is a hugely popular CSS framework that's making the once-arduous process of crafting responsive web designs a breeze! Foundation was the first open-source front-end framework to be responsive, the first to be semantic, as well as the first to take a mobile-first approach. Read this book and discover why Foundation is fast becoming a favorite tool of top web designers. In just one weekend with this hands-on tutorial, you'll learn how to: Integrate Foundation into your projectsUnderstand the basic Foundation templateUtilize Foundation's impressive array of built-in componentsWork with Foundation's gridCustomize Foundation to work with any projectAnd much more!
Jump Start Git: Take Control of Your Code and Assets
by Shaumik DaityariGet a Jump Start on version control with Git today! Most engineers we meet prefer Git over other distributed version control systems. These systems let you store different versions of project files and directories, so you can roll back to an earlier one if something goes wrong. And since they're distributed, they smooth the path for dev team collaboration. But what is it about Git that makes it mission-critical on so many web projects? Spend just one weekend with this hands-on tutorial, and you'll know the answer. Understand Git's core philosophy.Get started with Git: install it, learn the basic commands, and set up your first project.Work with Git as part of a collaborative team.Use Git's debugging tools for maximum debug efficiency.Take control with Git's advanced features: reflog, rebase, stash, and more.Use Git with cloud-based Git repository host services like Github and Bitbucket.See how Git's used effectively on large open-source projects. Git was created by Linus Torvalds, who invented Linux, so it comes with the best credentials. What are you waiting for? Get a jump start on Git today.
Jump Start HTML5: Get Up to Speed With HTML5 in a Weekend
by Tiffany B Brown Kerry Butters Sandeep PandaThis short book provides a practical introduction to HTML5. HTML (HyperText Markup Language) is the predominant language of web pages. Originally developed as a way to describe and share scientific papers, HTML is now used to mark up all sorts of documents and create visual interfaces for browser-based software. With HTML5, however, HTML has become as much an of API for developing browser-based software as it is a markup language. In this book, we'll talk about the history of HTML and HTML5 and explore its new features. It covers: HTML5 basicsMultimediaCanvas and SVGHTML5 applicationsHTML5 APIs HTML5 is required knowledge for every professional web designer and developer. This book will quickly get you up to speed with the fundamentals of HTML5 and give you the confidence to start experimenting on your own.
Jump Start JavaScript: Get Up to Speed With JavaScript in a Weekend
by Ara Pehlivanian Don NguyenGet a Jump Start on JavaScript today! JavaScript is a key technology in modern web development, enabling you to craft interactive, usable and engaging experiences for your users. In just one weekend with this SitePoint book, you'll learn how to: Use JavaScript to solve real world problems: build forms, track user events and craft animationsUse JavaScript with HTML5 and CSS3Build an entire JavaScript-powered application from scratch: a task management application Plus you'll discover how to use modern techniques such as Canvas and Ajax.
Jump Start MySQL: Master the Database That Powers the Web
by Timothy BoronczykGet a Jump Start on working with MySQL today! MySQL is an extremely popular open source relational database management system that that powers many of the applications on the Web. Discover why MySQL's speed, ease of use, and flexibility make it the database of choice for so many developers. In just one weekend with this hands-on tutorial, you'll learn how to: Get started with MySQLStore, modify, and retrieve dataWork with multiple tablesConnect to your database through codeProgram the databaseBack up your data
Jump Start Node.js: Get Up to Speed With Node.js in a Weekend
by Don NguyenNode.js is changing the way web apps are built. As Node.js apps are written in JavaScript, you can quickly and simply use your front-end skills to develop staggeringly fast, scalable real-time web applications. Read this book and, in a weekend, you’ll learn how to: Develop a complete working Node.js application - from start-to-finishDeploy your new application to a production serverScale your projects quickly and cheaply PLUS discover how to use Twitter Bootstrap, MongoDB and Back-bone.js to create fancy web apps, extend their storage, and dy-namically update them.
Jump Start PHP: Get Up to Speed With PHP in a Weekend
by Callum HopkinsGet a Jump Start on PHP today! PHP is a key server-side technology in web development, enabling you to quickly and simply develop interactive, usable and engaging websites and applications. In just one weekend with this SitePoint book, you'll learn how to: Install all of the software you need to begin developing PHP applicationsUnderstand PHP functions and syntaxBuild a complete, working PHP application from scratch: a simple social networking app Plus you'll discover how to use modern techniques such as MVC and REST
Jump Start PHP Environment: Master the World's Most Popular Language
by Bruno SkvorcMany entry level PHP developers want a quick path to glory, a shortcut to "knowing PHP." Too many books and tutorials go straight into a pre-made, awful environment that just wants you to code, with no regard for security, version control, or other absolutely essential practices. This book is aimed at the absolute beginner who wants to start learning PHP, but aims to set you up with a thorough understanding of what makes for a good, modern, adaptable PHP environment before you start diving into PHP itself.This book will cover a the essential building blocks of a good PHP environment, including covering topics such as:The anatomy of a web requestThe importance of a good IDEUsing Composer for package managementVersion control with Git and GitHubDeployment and hosting optionsUsing virtual machinesBuild a sample app from scratch and deploy it -- the right wayAnd much more!
Jump Start Rails: Get Up to Speed With Rails in a Weekend
by Andy HawthorneJump Start Rails provides you with a fun and yet practical introduction to Rails, an incredibly popular framework that makes it possible to quickly develop incredibly powerful web applications with Ruby. This short book covers Rails 4, the latest version of the framework, and while it's not intended to be a completely comprehensive Rails guide or an in-depth Ruby tutorial, it will quickly get you up to speed with Rails and give you the confidence to start experimenting on your own.The book is built around a real-life example project: a personal portfolio site. It's a fun and easily understandable project that is used to demonstrate the concepts outlined in the book in a practical way.This is a clear, approachable and very easy-to-follow book that will get you to to speed with Rails in no time.
Jump Start Responsive Web Design: Modern Responsive Solutions
by Chris WardIt used to be so simple. You made a website or application to work on a 15" monitor and, incompatibilities between browsers aside, you were done. Then along came mobile phones with web browsers and they ruined all our easy lives. Worse than that, people loved browsing the web on them! Fortunately, by using responsive web design techniques, you can use one set of HTML, CSS and JavaScript, and display appropriate elements in an appropriate way to suit each platform. In Jump Start Responsive Web Design, you'l learn responsive techniques to make your designs look magnificent on any device, future-proof them, and reduce development time and budget. RWD helps you deal with the very real problem of not knowing where and how your application will be used. Completely overhauled for its second edition, this book covers: What does responsive really mean?Semantic page structureGrid systemsResponsive Images and mediaMedia queriesResponsive content
Jump Start Sass: Get Up to Speed With Sass in a Weekend
by Hugo Giraudel Miriam SuzanneGet a Jump Start on the popular CSS preprocessor Sass today! Using Sass, you can write your stylesheets in a more concise, dynamic, and readable way, and cut down many of the tedious repetitive tasks that come with writing vanilla CSS. Sass simplifies your stylesheets, adding some useful features missing from CSS. Most importantly, Sass will save you time. This book provides a thorough introduction to Sass for the beginner. In it, you'll learn: What preprocessors are and how they can be usefulInstallation and getting startedVariables, mixins, and functionsLoops and conditionsNestingExtendWarnings & errorsProject architectureThe Sass ecosystemAnd more!
Jump Start Sinatra: Get Up to Speed With Sinatra in a Weekend
by Darren JonesThis short SitePoint book provides readers with a fun and yet practical introduction to Sinatra, a framework that makes web development with Ruby extremely simple. It's not intended to be a completely comprehensive guide to the framework or an in-depth Ruby tutorial, but will quickly get you up to speed with Sinatra and give you the confidence to start experimenting on your own.The book is built around a real-life example project: a content management system. It's a fun and easily understandable project that is used to demonstrate the concepts outlined in the book in a practical way.This is a clear, approachable and very easy-to-follow book that will get you to to speed with Sinatra in no time.
Jump Start Sketch: Master the Tool Made for UI Designers
by Daniel SchwarzGet a Jump Start on the up and coming power tool on the design scene, Sketch! Sketch is fast becoming a favorite tool of modern web designers. With a simple, clean UI, and a raft of powerful features, such as intuitive grids, unlimited artboards, and granular export, Sketch is a great tool for web design; it's easy to see why so many top designers are adding it to their toolbox. This book provides a rapid and practical introduction to using Sketch for web design. If you're currently a Photoshop user, you'll quickly understand how Sketch can supercharge your design process. See how Sketch compares to Photoshop, and when to use one over the otherGet to grips with Sketch's UIUse Sketch's built-in layout gridAdd plugins to Sketch to boost functionalityExport your designs into ready-to-use HTML and CSSAnd much more!
Jump Start Vue.js
by Nilson JacquesGet up to speed with Vue.js in a weekend! Since its release in 2014, Vue.js has seen a meteoric rise to popularity and is now considered one of the primary front-end frameworks, and not without good reason. Its component-based architecture was designed to be flexible and easy to adopt, making it just as easy to integrate into projects and use alongside non-Vue code as it is to build complex client-side applications. This short book is ideal for front-end developers who need a rapid introduction to Vue.js. It covers: Basic concepts: how Vue works, tempmlates, and reactive dataComponents: custom components, events and slotsState management: Vuex, mutations, actionsRoutes: creating routes, links and route guardsNuxt.jsAnd much more!
Jump-start Your SOC Analyst Career: A Roadmap to Cybersecurity Success
by Tyler Wall Jarrett RodrickThe frontlines of cybersecurity operations include many unfilled jobs and exciting career opportunities. A transition to a security operations center (SOC) analyst position could be the start of a new path for you. Learn to actively analyze threats, protect your enterprise from harm, and kick-start your road to cybersecurity success with this one-of-a-kind book.Authors Tyler Wall and Jarrett W. Rodrick carefully and expertly share real-world insights and practical tips in Jump-start Your SOC Analyst Career. The lessons revealed equip you for interview preparation, tackling day one on the job, and setting long-term development goals. This book highlights personal stories from five SOC professionals at various career levels with keen advice that is immediately applicable to your own journey. The gems of knowledge shared in this book provide you with a notable advantage for entering this dynamic field of work. The recent surplus in demand for SOC analysts makes Jump-start Your SOC Analyst Career a must-have for aspiring tech professionals and long-time veterans alike. Recent industry developments such as using the cloud and security automation are broken down in concise, understandable ways, to name a few. The rapidly changing world of cybersecurity requires innovation and fresh eyes, and this book is your roadmap to success.What You Will Learn Understand the demand for SOC analystsKnow how to find a SOC analyst job fastBe aware of the people you will interact with as a SOC analystBe clear on the prerequisite skills needed to be a SOC analyst and what to studyBe familiar with the day-to-day life of a SOC analyst, including the tools and language usedDiscover the rapidly emerging areas of a SOC analyst job: the cloud and security automation Who This Book Is For Anyone interested in starting a career in cyber security: recent graduates, IT professionals transitioning into security, veterans, and those who are self taught
Jump-start Your SOC Analyst Career: A Roadmap to Cybersecurity Success
by Tyler Wall Jarrett RodrickThe frontlines of cybersecurity operations include many unfilled jobs and exciting career opportunities.A transition to a security operations center (SOC) analyst position could be the start of a new path for you. Learn to actively analyze threats, protect your enterprise from harm, and kick-start your road to cybersecurity success with this one-of-a-kind book. Authors Tyler E. Wall and Jarrett W. Rodrick carefully and expertly share real-world insights and practical tips in Jump-start Your SOC Analyst Career. The lessons revealed equip you for interview preparation, tackling day one on the job, and setting long-term development goals.This book highlights personal stories from five SOC professionals at various career levels with keen advice that is immediately applicable to your own journey. The gems of knowledge shared in this book provide you with a notable advantage for entering this dynamic field of work. The recent surplus in demand for SOC analysts makes Jump-start Your SOC Analyst Career a must-have for aspiring tech professionals and long-time veterans alike. Recent industry developments such as using the cloud and security automation are broken down in concise,understandable ways, to name a few. The rapidly changing world of cybersecurity requires innovation and fresh eyes, and this book is your roadmap to success. New to this edition: This revised edition includes three entirely new chapters: Roadmap to Cybersecurity Success, The SOC Analyst Method, and ChatGPT for SOC Analysts. In addition, new material includes a substantially revised Cloud chapter, revised pre-requisite skills, and minor revisions to all chapters to update data. What You Will Learn • Understand the demand for SOC analysts • Know how to find a SOC analyst job fast • Be aware of the people you will interact with as a SOC analyst • Be clear on the prerequisite skills needed to be a SOC analyst and what to study • Be familiar with the day-to-day life of a SOC analyst, including the tools and language used • Discover the rapidly emerging areas of a SOC analyst job: the cloud • and security automation • Explore the career paths of a SOC analyst • Discover background-specific tips for your roadmap to cybersecurity success • Know how to analyze a security event • Know how to apply ChatGPT as a SOC analyst Who This Book Is For Anyone interested in starting a career in cybersecurity: recent graduates, IT professionals transitioning into security, veterans, and those who are self-taught.
Jumping Computation: Updating Automata and Grammars for Discontinuous Information Processing
by Alexander Meduna Zbyněk KřivkaJumping Computation: Updating Automata and Grammars for Discontinuous Information Processing is primarily a theoretically oriented treatment of jumping automata and grammars, covering all essential theoretical topics concerning them, including their power, properties, and transformations. From a practical viewpoint, it describes various concepts, methods, algorithms, techniques, case studies and applications based upon these automata and grammars. In today’s computerized world, the scientific development and study of computation, referred to as the theory of computation, plays a crucial role. One important branch, language theory, investigates how to define and study languages and their models, which formalize algorithms according to which their computation is executed. These language-defining models are classified into two basic categories: automata, which define languages by recognizing their words, and grammars, which generate them. Introduced many decades ago, these rules reflect classical sequential computation. However, today’s computational methods frequently process information in a fundamentally different way, frequently “jumping” over large portions of the information as a whole. This book adapts classical models to formalize and study this kind of computation properly. Simply put, during their language-defining process, these adapted versions, called jumping automata and grammars, jump across the words they work on. The book selects important models and summarizes key results about them in a compact and uniform way. It relates each model to a particular form of modern computation, such as sequential, semi-parallel and totally parallel computation, and explains how the model in question properly reflects and formalizes the corresponding form of computation, thus allowing us to obtain a systematized body of mathematically precise knowledge concerning the jumping computation. The book pays a special attention to power, closure properties, and transformations, and also describes many algorithms that modify jumping grammars and automata so they satisfy some prescribed properties without changing the defined language. The book will be of great interest to anyone researching the theory of computation across the fields of computer science, mathematics, engineering, logic and linguistics.