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Book Learning Bootstrap

    Book Details:
  • Author : Aravind Shenoy
  • Publisher : Packt Publishing Ltd
  • Release : 2014-12-23
  • ISBN : 1782161856
  • Pages : 295 pages

Download or read book Learning Bootstrap written by Aravind Shenoy and published by Packt Publishing Ltd. This book was released on 2014-12-23 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you want to learn to build enterprise-level websites efficiently with Bootstrap, this book is for you. You must have a basic and fundamental understanding of HTML, CSS, and JavaScript; however, there is no need to have prior Bootstrap experience.

Book Learning Bootstrap 4

    Book Details:
  • Author : Matt Lambert
  • Publisher : Packt Publishing Ltd
  • Release : 2016-08-26
  • ISBN : 1785888595
  • Pages : 241 pages

Download or read book Learning Bootstrap 4 written by Matt Lambert and published by Packt Publishing Ltd. This book was released on 2016-08-26 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unearth the potential of Bootstrap 4 to create highly responsive and beautiful websites using modern web techniques About This Book This book shows how to take advantage of the all new features introduced in Bootstrap Learn responsive web design and discover how to build mobile-ready websites with ease Find out how to extend the capabilities of Bootstrap with a huge range of tools and plugins, including jQuery, Do more with JavaScript and learn how to create an enhanced user experience Who This Book Is For If you want to learn to build enterprise-level websites efficiently with Bootstrap, this book is for you. You must have a basic and fundamental understanding of HTML, CSS, and JavaScript; however, there is no need to have prior Bootstrap experience. What You Will Learn Fire up Bootstrap and set up the required build tools to get started See how and when to use Flexbox with the Bootstrap layouts Find out how to make your websites responsive, keeping in mind Mobile First design Work with content such as tables and figures Play around with the huge variety of components that Bootstrap offers Extend your build using plugins developed from JavaScript Use Sass to customize your existing themes In Detail Bootstrap, the most popular front-end framework built to design elegant, powerful, and responsive interfaces for professional-level web pages has undergone a major overhaul. Bootstrap 4 introduces a wide range of new features that make front-end web design even simpler and exciting. In this gentle and comprehensive book, we'll teach you everything that you need to know to start building websites with Bootstrap 4 in a practical way. You'll learn about build tools such as Node, Grunt, and many others. You'll also discover the principles of mobile-first design in order to ensure your pages can fit any screen size and meet the responsive requirements. Learn to play with Bootstrap's grid system and base CSS to ensure your designs are robust and that your development process is speedy and efficient. Then, you'll find out how you can extend your current build with some cool JavaScript Plugins, and throw in some Sass to spice things up and customize your themes. This book will make sure you're geared up and ready to build amazingly beautiful and responsive websites in a jiffy. Style and approach With the help of several real-world examples and code, this book will teach you to build a full-featured responsive website in Bootstrap, which is mobile-ready.

Book Practical Bootstrap

    Book Details:
  • Author : Panos Matsinopoulos
  • Publisher : Apress
  • Release : 2020-11-26
  • ISBN : 9781484260708
  • Pages : pages

Download or read book Practical Bootstrap written by Panos Matsinopoulos and published by Apress. This book was released on 2020-11-26 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to use one of the most popular CSS frameworks and build mobile-friendly web pages. Used for numerous websites and applications, Bootstrap is a key tool for modern web development. You will explore the grid system and then be introduced to the power of Bootstrap in practical projects. You’ll make navigation bars, use themes and styling, create and manipulate cover pages, admin dashboards, forms, and modal dialogs. You’ll learn to use Scrollspy and create tooltips and popovers. Today's web is responsive and Bootstrap continues to be at the forefront with web professionals. Learn by doing with Practical Bootstrap today. What You Will Learn Review how the grid system applies to Bootstrap Create stunning cover pages that encompass a large background image Build an admin dashboard page that changes its layout according to a device’s display width Work with the modal HTML markup and its main parts Customize modal behavior by setting various options using JavaScript Integrate Bootstrap JavaScript libraries with your own HTML page Add scroll spying functionality to your long-content pages Adjust the offset and activation point of the scroll sections Who This Book Is For Anyone who wants to learn how to use Bootstrap. You should have knowledge of HTML, CSS and basic JavaScript.

Book Bootstrap

    Book Details:
  • Author : Jake Spurlock
  • Publisher : "O'Reilly Media, Inc."
  • Release : 2013-05-08
  • ISBN : 1449344607
  • Pages : 127 pages

Download or read book Bootstrap written by Jake Spurlock and published by "O'Reilly Media, Inc.". This book was released on 2013-05-08 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover how easy it is to design killer interfaces and responsive websites with the Bootstrap framework. This practical book gets you started building pages with Bootstrap’s HTML/CSS-based tools and design templates right away. You’ll also learn how to extend your app with interactive features, using its suite of jQuery plugins—often without writing a single line of code. Developed by Twitter and available free from GitHub, Bootstrap supports responsive design by dynamically adjusting your web page layout. With just a basic knowledge of HTML, CSS, and JavaScript, you can build apps that work equally well on desktop screens, smartphones, and tablets. This book shows you how. Become familiar with Bootstrap’s file structure, grid systems, and container layouts Learn HTML elements for typography, code, tables, forms, buttons, images, and icons Design interfaces and other web elements, such as navigation, breadcrumbs, and custom modal windows Use jQuery plugins for features such as revolving slideshows, tabbable interfaces, and dropdown menus Modify everything from column count to typography colors with the LESS stylesheet language

Book Bootstrap 4 By Example

    Book Details:
  • Author : Silvio Moreto
  • Publisher : Packt Publishing Ltd
  • Release : 2016-03-30
  • ISBN : 1785287052
  • Pages : 324 pages

Download or read book Bootstrap 4 By Example written by Silvio Moreto and published by Packt Publishing Ltd. This book was released on 2016-03-30 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master Bootstrap 4's frontend framework and build your websites faster than ever before About This Book Become an expert in Bootstrap framework, and speed up front-end development and prototyping through real-life examples An applied guide exploring two web applications such as Twitter and Dashboard from scratch Hands on the Bootstrap version 4 even before the official release Who This Book Is For If you are a frontend developer with no knowledge of Bootstrap, then this book is for you. Basic knowledge of HTML, CSS, and JavaScript is expected, as well as a reasonable understanding of web frameworks, such as jQuery. What You Will Learn Discover how to use Bootstrap's components and elements, and to customize them for your own projects Understand the framework's usage in the best way with the recommended development patterns Create web pages for any kind of device like tablet, mobile, computer, etc. Construct a Twitter app by exploring the advanced bootstrap components like Breadcrumbs, Pagination, Media objects, and so on Combine the power of JavaScript with your Bootstrap app for more functionality Create a Dashboard web app using Bootstrap's JavaScript plugins Learn the difference between Bootstrap's version 3 and 4 of the framework Extend your knowledge on Bootstrap's external plugins, their incorporation and usage In Detail Bootstrap is a free, open source collection of tools that helps developers create websites or web applications. It provides a faster, easier, and less repetitive solution to designing and building applications. Before Bootstrap's release, it was necessary to import a variety of libraries into your project that offered different components and features for web interface development. Plus with the increased popularity of smartphones there were lack of libraries that could handle the responsiveness of a web page. Bootstrap's existence let it quickly become famous as a front-end framework that offered a wide set of tools from page grid up to components that render a web page in the best possible way for any device. This book will be a tutorial covering various examples as well as step-by-step methodology to create interesting web applications using Bootstrap and to understand the front-end framework to its core. We begin with an introduction to the Bootstrap framework and setting up an environment to build a simple web page. We then cover the grid system, basic Bootstrap components, HTML elements, and customization components for responsive and mobile first development. This is presented by creating a beautiful Landing page sample. You will also learn how to create a web application like Twitter by using the full set of components offered in the framework. Finally, you will learn to create a dashboard web app, using Bootstrap to its finest potential including component customizations, event handling, and external library integration. All these examples are explained step-by-step and in depth, while covering the versions 3 and the most recent version 4 of Bootstrap. So, you will be in the state of the art for front-end development. By the end of this book, you will be familiar with the development of a plugin for the framework and Bootstrap's world which is popular for fast paced front-end web development, used in countless projects all over the world, and now yours. Style and approach This is a step-by-step guide that closely focuses on developing web applications in most objective way solving real-life problems with Bootstrap. It covers two sample web applications, which are explained in detail.

Book Learning Bootstrap 4 by Building Projects

Download or read book Learning Bootstrap 4 by Building Projects written by Eduonix Learning Solutions and published by . This book was released on 2018-08-31 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical guide to learning responsive web development with the powerful JavaScript Library, Bootstrap Key Features Create 5 responsive web apps with Bootstrap 4 Use elements and full Bootstrap toolkit to construct custom animations and templates Design, customize, and create existing UIs and media aggregator apps Book Description Bootstrap, the world's most popular frontend framework, is an open source toolkit for building web applications with HTML, CSS, and JavaScript. Learning Bootstrap 4 by Building Projects covers the essentials of Bootstrap 4 along with best practices. The book begins by introducing you to the latest features of Bootstrap 4. You will learn different elements and components of Bootstrap, such as the strict grid system, Sass, which replaced Less, flexbox, Font Awesome, and cards. As you make your way through the chapters, you will use a template that will help you to build different kinds of real-world websites, such as a social media website, a company landing page, a media hosting website, and a profile page, with ease. By the end of this book, you will have built websites that are visually appealing, responsive, and robust. What you will learn Get familiar with the new features of Bootstrap 4 Understand how the new grid system works Learn to use the Sass tool in Bootstrap Automate your tasks using the task runner, Gulp Use Lightbox to build a photo gallery Master best practices for HTML, CSS, and JavaScript Who this book is for Learning Bootstrap 4 by Building Projects is for web developers who want to build real-world responsive websites from scratch using Bootstrap 4. Basic knowledge of HTML and CSS is required.

Book Step by Step Bootstrap 3

Download or read book Step by Step Bootstrap 3 written by Riwanto Megosinarso and published by Createspace Independent Publishing Platform. This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to create multi-column layout, navigation bar, carousel, progress bar, popover, form validation and more. Find out how to easily customize Bootstrap to fit your style. Learn by example: all examples are fully tested and downloadable. You can reuse them on your own project. Build a responsive website from scratch - step by step. See the end result here: http://bit.ly/p-crsl Why This Book One of the big challenges in web development is maintaining the site's compatibility across devices and their various display sizes, from desktop computers to tablets and mobile phones. The last thing we want is to have a website that looks good on a desktop but is painful to navigate on a small display, or looks great on a small screen but appears oddly tiny in the center of a large screen. Ideally the site should have the ability to automatically reorganize itself to provide the optimal viewing experience, in accordance with the size of the display. In short, we want our website to be responsive. This is where Bootstrap 3 comes in handy. It makes building responsive websites easier and quicker. Aimed at absolute beginners, this book will not require you to have any experience in HTML, CSS or JQuery. You will learn as you go along. It explains the subject matter in a step by step fashion, with plenty of examples and screenshots to illustrate the points. All examples are downloadable. You can download, tweak and reuse them on your own project. You will not have to to retype everything. Who Should NOT Buy This Book If you are able to learn on your own by perusing the online documentation provided by Bootstrap, you do not need this book. Before you open your wallet, check out Bootstrap's official site and give it a go. What you will get from this book This book will guide you in transforming a simple HTML page into a responsive one. It will demonstrate how to use Bootstrap's grid system to create a multi-column layout. It will also guide you in creating a navigation bar, different types of menus (with or without dropdowns), buttons, icons, modal and tables. The book will also cover forms and form validations, where you will create a Sign Up page with some validation procedures to examine the data entered and display a warning when appropriate. Needless to say, this book will be incomplete without a lesson on customizing Bootstrap to fit your own style. The book will cover light customization that will illustrate how you can change fonts, colors and background images to make the page your own. Light customization however is good only for minimal changes in the design. To tweak the design further, you will be better off using LESS. Therefore one chapter will be dedicated to demonstrate the customization using LESS. Towards the end of the book, we will throw in some more Bootstrap components that can increase your site's appeal. You will learn about Carousel, Affix, Scrollspy, Tooltip, Popover, Collapse and Progress Bar. Not only you will learn how to display them, you will also utilize some of the controls to make them work. As the last lesson, you will learn how to show or hide certain parts of the page depending on the size of the screen. For the absolute beginners, quick introductions to CSS, LESS and compiling LESS are provided in the appendices. If you are looking for a step by step guide to responsive web development using Bootstrap, you may want to give this book a try.

Book Learn Bootstrap  The Collection

Download or read book Learn Bootstrap The Collection written by Maria Antonietta Perna and published by SitePoint Pty Ltd. This book was released on 2018-08-06 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bootstrap stands as the most popular open-source, front-end framework on the Web. Since its official release in 2011, it has undergone several changes, and it's now one of the most stable and responsive frameworks available. It's loved by web developers of all levels, as it gives them the capability to build a functional, attractive website design within minutes. A novice developer with just some basic knowledge of HTML and little CSS can easily get started with Bootstrap. This collection presents three books: Your First Week With Bootstrap, a collection of articles introducing Bootstrap 8 Practical Bootstrap Projects, which presents several complete, real world Bootrap projects Bootstrap: Related Tools & Skills, which contains a collection of articles outlining essential tools and skills that every Bootstrap developer should know. This collection is for all frontend developers who want to build responsive, mobile-first websites with Bootstrap. You'll need to be familiar with HTML and CSS and have a reasonable level of understanding of JavaScript in order to follow the discussion.

Book An Introduction to the Bootstrap

Download or read book An Introduction to the Bootstrap written by Bradley Efron and published by CRC Press. This book was released on 1994-05-15 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics is a subject of many uses and surprisingly few effective practitioners. The traditional road to statistical knowledge is blocked, for most, by a formidable wall of mathematics. The approach in An Introduction to the Bootstrap avoids that wall. It arms scientists and engineers, as well as statisticians, with the computational techniques they need to analyze and understand complicated data sets.

Book Bootstrap Methods and Their Application

Download or read book Bootstrap Methods and Their Application written by A. C. Davison and published by Cambridge University Press. This book was released on 1997-10-28 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: Disk contains the library functions and documentation for use with Splus for Windows.

Book Mastering Bootstrap 4

    Book Details:
  • Author : Benjamin Jakobus
  • Publisher : Packt Publishing Ltd
  • Release : 2016-09-30
  • ISBN : 178398113X
  • Pages : 285 pages

Download or read book Mastering Bootstrap 4 written by Benjamin Jakobus and published by Packt Publishing Ltd. This book was released on 2016-09-30 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to build beautiful and highly customizable web interfaces by leveraging the power of Bootstrap 4 About This Book Adapt and customize Bootstrap to produce enticing websites that fit your needs Explore Bootstrap's grid system, helper classes, and responsive utilities Extend Bootstrap with jQuery plugins and learn how to create your own custom plugins Who This Book Is For This book targets intermediate-level front-end web-developers. The book is not intended to be an introduction to web development. As such, the book assumes that readers have a firm grasp on the basic concepts behind web-development, as well as essential HTML, JavaScript and CSS skills. What You Will Learn Create a professional Bootstrap-based website from scratch without using third-party templates Apply the Bootstrap mobile-first grid system and add responsiveness and aesthetic touches to image elements Style various types of content and learn how to build a page's layout from scratch by applying the power of Bootstrap 4 Take advantage of Bootstrap's form helper and contextual classes Infuse your web pages with life and movement using Bootstrap jQuery plugins Customize the behavior and features of Bootstrap's jQuery Plugins extensively Optimize your Bootstrap-based project before deployment Incorporate Bootstrap into an AngularJS or React application and use Bootstrap components as AngularJS directives or React components In Detail Bootstrap 4 is a free CSS and JavaScript framework that allows developers to rapidly build responsive web-interfaces. Right from the first chapter, dive into building a customized Bootstrap website from scratch. Get to grips with Bootstrap's key features and quickly discover the various ways in which Bootstrap can help you develop web-interfaces. Then take walk through the fundamental features, such as its grid system, helper classes, and responsive utilities. When you have mastered these, you will discover how to structure page layouts, use forms, style different types of content and utilize Bootstrap's various navigation components. Among other things, you will also tour the anatomy of a Bootstrap plugin, creating your own custom components and extending Bootstrap using jQuery. Finally, you will discover how to optimize your website and integrate it with third-party frameworks. By the end of this book, you will have a thorough knowledge of the framework's ins and outs, and be able to build highly customizable and optimized web interfaces. Style and approach This comprehensive step-by-step guide walks you through building a complete website using Bootstrap 4. Each chapter is accompanied by source code and screenshots, and focuses on a distinct set of lessons that are illustrated within the context of a demo project.

Book Bootstrap Reference Guide

Download or read book Bootstrap Reference Guide written by Jacob Lett and published by . This book was released on 2018-04-03 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This reference guide will help you find the code necessary to build common components, see a list of all the CSS classes, and get the color values in RGB and hexadecimal format"--Back cover.

Book Bootstrap in 24 Hours  Sams Teach Yourself

Download or read book Bootstrap in 24 Hours Sams Teach Yourself written by Jennifer Kyrnin and published by Sams Publishing. This book was released on 2015-11-04 with total page 845 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to create great-looking responsive web sites with Bootstrap In just 24 lessons of one hour or less, Sams Teach Yourself Bootstrap in 24 Hours helps you use the free and open source Bootstrap framework to quickly build websites that automatically reflect each user’s device and experience, without complex hand crafting. This book’s straightforward, step-by-step approach shows you how to install Bootstrap and quickly build basic sites; extend them with styles, components, and JavaScript plug-ins, and even create sophisticated designs with advanced features. In just a few hours, you’ll be using Bootstrap to bring responsive design to virtually any site. Every lesson builds on what you’ve already learned, giving you a rock-solid foundation for real-world success. Step-by-step instructions carefully walk you through the most common Bootstrap development tasks Practical, hands-on examples show you how to apply what you learn Quizzes and exercises help you test your knowledge and stretch your skills Notes and tips point out shortcuts and solution Learn how to... Download Bootstrap and integrate it into your project Quickly build your first Bootstrap site with the basic template Create beautiful and responsive site layouts with Bootstrap’s built-in grids Display more interesting text with labels, badges, panels, and wells Style tables and forms so they’re attractive, readable, and responsive Use images, media, and icons, including free Glyphicons Quickly create navigation and buttons, including dropdowns and search fields Add alignment, color, and visibility with Bootstrap’s CSS utilities Extend your site with alerts, image carousels, and other JavaScript plugins Rapidly create appealing functional prototypes Customize Bootstrap with CSS, Less, and Sass Lighten Bootstrap downloads by stripping out unnecessary features Build accessible sites Create complex designs that don’t look generic Who This Book is For Those who already have an understanding of the basics of HTML and CSS Having an understanding of JavaScript will make this book a bit easier to absorb, but it is not required because the basics of JavaScript are covered

Book Bootstrap

Download or read book Bootstrap written by Kenneth L. Hess and published by . This book was released on 2001 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Bootstrap 4 Site Blueprints

Download or read book Bootstrap 4 Site Blueprints written by Bass Jobsen and published by Packt Publishing Ltd. This book was released on 2016-10-28 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the robust features of Bootstrap 4 to create exciting websites through this collection of excellent hands-on projects About This Book Explore the inner workings of Bootstrap 4 by building different websites Customize your designs by working directly with Bootstrap's SASS files Leverage Bootstrap's excellent JavaScript plugins Who This Book Is For If you are a web developer who wants to build professional websites using Bootstrap 4, then this book is for you. Familiarity with the basics of HTML, CSS, and JavaScript is assumed. What You Will Learn Understand how Bootstrap compiles SASS code to static CSS and ES6 code into JavaScript code Integrate Bootstrap into application frameworks such as Angular 2 (AngularJS), Ember, and React Reuse Bootstrap's SASS mixins and set responsive breakpoints in your designs Customize Bootstrap's SASS files and add your own in the process Manage multiple rows of products in a complex responsive grid Create a complete one-page scrolling website using Bootstrap's components and plugins In Detail Packed with trade secrets, this second edition is your one-stop solution to creating websites that will provide the best experience for your users. We cover six popular, real-world examples, where each project teaches you about the various functionalities of Bootstrap 4 and their implementation. The book starts off by getting you up and running with the new features of Bootstrap 4 before gradually moving on to customizing your blog with Bootstrap and SASS, building a portfolio site, and turning it into a WordPress theme. In the process, you will learn to recompile Bootstrap files using SASS, design a user interface, and integrate JavaScript plugins. Towards the end of the book, you will also be introduced to integrating Bootstrap 4 with popular application frameworks such as Angular 2, Ruby on Rails, and React. Style and approach This book follows a project-based approach to creating different types of popular websites using Bootstrap. You'll work through easy-to-follow, clear, and logical steps, with screenshots and tips provided along the way to help you get more from Bootstrap.

Book Bootstrap 4     Responsive Web Design

Download or read book Bootstrap 4 Responsive Web Design written by Silvio Moreto and published by Packt Publishing Ltd. This book was released on 2017-07-06 with total page 811 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unearth the potential of Bootstrap with step-by-step guidance. About This Book An applied guide exploring web application development with Bootstrap 4 Learn responsive web design and discover how to build mobile-ready websites with ease Become an expert in Bootstrap framework, and speed up frontend development and prototyping through real-life examples Who This Book Is For If you're a web developer with little or no knowledge of Bootstrap, then this course is for you. The course offers support for version 4 of Bootstrap; however, it will offer support for version 3 as well. So, you will be ready for whatever comes your way. Prior knowledge of HTML, CSS, and JavaScript is expected. What You Will Learn Discover how to use Bootstrap's components and elements, and customize them for your own projects Understand the framework's usage in the best way with the recommended development patterns Use Sass to customize your existing themes Apply the Bootstrap mobile-first grid system and add responsiveness and aesthetic touches to image elements Customize the behavior and features of Bootstrap's jQuery Plugins extensively Style various types of content and learn how to build a page's layout from scratch by applying the power of Bootstrap 4 Work with content, such as tables and figures In Detail Bootstrap framework's ease-of-use (along with its cross-browser compatibility, support for mobile user interfaces, and responsive web design capabilities) makes it an essential building block for any modern web application. With the first module, plunge into the Bootstrap frontend framework with the help of examples that will illustrate the use of each element and component in a proper way. You will get a better understanding of what is happening and where you want to reach. Also, you will gain confidence with the framework and develop some very common examples using Bootstrap. All these examples are explained step by step and in depth. The second module is a comprehensive tutorial; we'll teach you everything that you need to know to start building websites with Bootstrap 4 in a practical way. You'll learn about build tools such as Node, Grunt, and many others. You'll also discover the principles of mobile-first design in order to ensure that your pages can fit any screen size and meet responsive requirements. Learn Bootstrap's grid system and base CSS to ensure that your designs are robust and that your development process is speedy and efficient. Right from the first chapter of the third module, you'll delve into building a customized Bootstrap website from scratch. Get to grips with Bootstrap's key features and quickly discover the various ways in which Bootstrap can help you develop web interfaces. Once you reach the final pages of this book, you should have mastered the framework's ins and outs, and should be building highly customizable and optimized web interfaces. The course will enable you to rapidly build elegant, powerful, and responsive interfaces for professional-level web pages using Bootstrap 4. This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products: Bootstrap by Example – by Silvio Moreto Learning Bootstrap 4, Second Edition – by Matt Lambert Mastering Bootstrap 4 – by Benjamin Jakobus and Jason Marah Style and approach This course will help you unearth the potential of Bootstrap and will provide a step-by-step guide on how to create beautiful websites and model web applications.

Book Machine Learning

    Book Details:
  • Author : Steven W. Knox
  • Publisher : John Wiley & Sons
  • Release : 2018-03-08
  • ISBN : 1119439078
  • Pages : 352 pages

Download or read book Machine Learning written by Steven W. Knox and published by John Wiley & Sons. This book was released on 2018-03-08 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: AN INTRODUCTION TO MACHINE LEARNING THAT INCLUDES THE FUNDAMENTAL TECHNIQUES, METHODS, AND APPLICATIONS Machine Learning: a Concise Introduction offers a comprehensive introduction to the core concepts, approaches, and applications of machine learning. The author—an expert in the field—presents fundamental ideas, terminology, and techniques for solving applied problems in classification, regression, clustering, density estimation, and dimension reduction. The design principles behind the techniques are emphasized, including the bias-variance trade-off and its influence on the design of ensemble methods. Understanding these principles leads to more flexible and successful applications. Machine Learning: a Concise Introduction also includes methods for optimization, risk estimation, and model selection— essential elements of most applied projects. This important resource: Illustrates many classification methods with a single, running example, highlighting similarities and differences between methods Presents R source code which shows how to apply and interpret many of the techniques covered Includes many thoughtful exercises as an integral part of the text, with an appendix of selected solutions Contains useful information for effectively communicating with clients A volume in the popular Wiley Series in Probability and Statistics, Machine Learning: a Concise Introduction offers the practical information needed for an understanding of the methods and application of machine learning. STEVEN W. KNOX holds a Ph.D. in Mathematics from the University of Illinois and an M.S. in Statistics from Carnegie Mellon University. He has over twenty years’ experience in using Machine Learning, Statistics, and Mathematics to solve real-world problems. He currently serves as Technical Director of Mathematics Research and Senior Advocate for Data Science at the National Security Agency.