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Practical Data Science
Learn how to build a data science technology stack and perform good data science with repeatable methods. You will learn how to turn data lakes into business assets. The data science technology stack demonstrated in Practical Data Science is built from components in general use in the industry. Data scientist Andreas Vermeulen demonstrates in detail how to build and provision a technology stack to yield repeatable results. He shows you how to apply practical methods to extract actionable business knowledge from data lakes consisting of data from a polyglot of data types and dimensions. Become fluent in the essential concepts and terminology of data science and data engineering; Build and use a technology stack that meets industry criteria; Master the methods for retrieving actionable business knowledge; Coordinate the handling of polyglot data types in a data lake for repeatable results. ...
Learn how to build a data science technology stack and perform good data science with repeatable methods. You will learn how to turn data lakes into business assets. The data science technology stack demonstrated in Practical Data Science is built from components in general use in the industry. Data scientist Andreas Vermeulen demonstrates in detail how to build and provision a technology stack to yield repeatable results. He shows you how to apply practical methods to extract actionable business knowledge from data lakes consisting of data from a polyglot of data types and dimensions. Become fluent in the essential concepts and terminology of data science and data engineering; Build and use a technology stack that meets industry criteria; Master the methods for retrieving actionable business knowledge; Coordinate the handling of polyglot data types in a data lake for repeatable results. ...
CSS Framework Alternatives
Learn how to use lightweight CSS framework alternatives to build intuitive websites. This book presents five project examples that use Skeleton, Miligram, UI Kit, Material Design Lite and Susy. This no-nonsense introduction will help you understand the concept of designing interactive websites using these frameworks with ease. Each framework is demonstrated through a practical project in an easy-to-understand manner. Web design is streamlined nowadays thanks to CSS frameworks and, although Bootstrap and Foundation rule the roost with web design, you don't need an exhaustive framework like these for smaller websites.You'll get a glimpse into additional front-end frameworks which basically are pre-prepared packages containing structure of files and folders of HTML and CSS documents (some with JavaScript functions) that help designers and developers build interactive and immersive websites. Delve deeper into the world of CSS designs; Create interactive and immersive webpages wit ...
Learn how to use lightweight CSS framework alternatives to build intuitive websites. This book presents five project examples that use Skeleton, Miligram, UI Kit, Material Design Lite and Susy. This no-nonsense introduction will help you understand the concept of designing interactive websites using these frameworks with ease. Each framework is demonstrated through a practical project in an easy-to-understand manner. Web design is streamlined nowadays thanks to CSS frameworks and, although Bootstrap and Foundation rule the roost with web design, you don't need an exhaustive framework like these for smaller websites.You'll get a glimpse into additional front-end frameworks which basically are pre-prepared packages containing structure of files and folders of HTML and CSS documents (some with JavaScript functions) that help designers and developers build interactive and immersive websites. Delve deeper into the world of CSS designs; Create interactive and immersive webpages wit ...
Angular 5 Projects
Learn to build single page web apps using Angular 5 and TypeScript by working through 70+ mini-projects. With hundreds of code examples you gain a thorough understanding of the Angular 5 ecosystem and how to work within it. You'll begin by understanding the benefits of Angular 5 vs older versions, and how this benefits your applications. You'll then move onto mini-projects that teach you JavaScript, TypeScript, how to use editors, Node, CLI, components, modules, directives, Webpack, dependency injection, widgets, routes and navigation, observers, reactive programming, and RxJS. Complete with a consistently-updated online code repository, this book is a great way to get started with Angular 5. ...
Learn to build single page web apps using Angular 5 and TypeScript by working through 70+ mini-projects. With hundreds of code examples you gain a thorough understanding of the Angular 5 ecosystem and how to work within it. You'll begin by understanding the benefits of Angular 5 vs older versions, and how this benefits your applications. You'll then move onto mini-projects that teach you JavaScript, TypeScript, how to use editors, Node, CLI, components, modules, directives, Webpack, dependency injection, widgets, routes and navigation, observers, reactive programming, and RxJS. Complete with a consistently-updated online code repository, this book is a great way to get started with Angular 5. ...
Practical Webix
Learn to create speedy cross-platform applications with ease using Webix. You will begin with an introduction to Webix and basic usage, exploring the interface components and utilities it offers, as well as the tools available (skin builder, form builder, and code snippet testing facility). You'll understand how Webix can integrate with other popular libraries and frameworks including Angular, Vue, React and more (as well as third-party components like dHTMLx and rich text editors). You will learn tangential topics including communication with back-end systems (Node.js and common related tooling), packaging as a Cordova app and, of course, you will learn how to use Webix following the Progressive Web App delivery mechanism. Offering a complete solution in a single bundle, this JavaScript UI framework provides a rich set of interface components, application architecture direction and commonly-needed utility and ancillary capabilities.Every topic will be taught a practical way, exp ...
Learn to create speedy cross-platform applications with ease using Webix. You will begin with an introduction to Webix and basic usage, exploring the interface components and utilities it offers, as well as the tools available (skin builder, form builder, and code snippet testing facility). You'll understand how Webix can integrate with other popular libraries and frameworks including Angular, Vue, React and more (as well as third-party components like dHTMLx and rich text editors). You will learn tangential topics including communication with back-end systems (Node.js and common related tooling), packaging as a Cordova app and, of course, you will learn how to use Webix following the Progressive Web App delivery mechanism. Offering a complete solution in a single bundle, this JavaScript UI framework provides a rich set of interface components, application architecture direction and commonly-needed utility and ancillary capabilities.Every topic will be taught a practical way, exp ...
Pro iPhone Development with Swift 4
Acquire and master the information required to take you to the next level beyond basic iPhone development using Swift. In this follow up work to the best selling Beginning iPhone Development with Swift, you'll learn how to improve your apps by managing the performance of your programs using parallelization, getting data in and out of the cloud, using gestures, the camera, 3D touch, sensors as well as newer features having debuted this year. In its fourth edition, Pro iPhone Development with Swift 4 covers the additional information you want to know to extend your apps into the next level. ...
Acquire and master the information required to take you to the next level beyond basic iPhone development using Swift. In this follow up work to the best selling Beginning iPhone Development with Swift, you'll learn how to improve your apps by managing the performance of your programs using parallelization, getting data in and out of the cloud, using gestures, the camera, 3D touch, sensors as well as newer features having debuted this year. In its fourth edition, Pro iPhone Development with Swift 4 covers the additional information you want to know to extend your apps into the next level. ...
Developing Professional iPhone Photography
Leverage the photo taking power of your iPhone with desktop and iOS apps to capture, retouch, manipulate, organize, and sell your photography. This book shows you how to edit photos using Adobe mobile apps and other apps, integrate Adobe mobile apps with desktop applications, such as Adobe Photoshop and Lightroom, and finally sell those photos online. Developing Professional iPhone Photography provides a practical guide to creating a professional photography portfolio with your iPhone and features iPhonoegraphy examples from professional photographers to showcase what can be done. You can then share your workflow with your desktop programs, such as Adobe Photoshop Mix, Photoshop Fix, and Lightroom apps iPhone camera and photography capabilities have dramatically improved to a professional level and mobile and desktop software have come right along with them. Now it's not only possible to take worthwhile photos on your phone but also to edit and develop them to a professional lev ...
Leverage the photo taking power of your iPhone with desktop and iOS apps to capture, retouch, manipulate, organize, and sell your photography. This book shows you how to edit photos using Adobe mobile apps and other apps, integrate Adobe mobile apps with desktop applications, such as Adobe Photoshop and Lightroom, and finally sell those photos online. Developing Professional iPhone Photography provides a practical guide to creating a professional photography portfolio with your iPhone and features iPhonoegraphy examples from professional photographers to showcase what can be done. You can then share your workflow with your desktop programs, such as Adobe Photoshop Mix, Photoshop Fix, and Lightroom apps iPhone camera and photography capabilities have dramatically improved to a professional level and mobile and desktop software have come right along with them. Now it's not only possible to take worthwhile photos on your phone but also to edit and develop them to a professional lev ...
Bad Programming Practices 101
This book takes a humorous slant on the programming practice manual by reversing the usual approach: under the pretence of teaching you how to become the world's worst programmer who generally causes chaos, the book teaches you how to avoid the kind of bad habits that introduce bugs or cause code contributions to be rejected. Why be a code monkey when you can be a chaos monkey? OK, so you want to become a terrible programmer. You want to write code that gets vigorously rejected in review. You look forward to reading feedback plastered in comments like "WTF?". Even better, you fantasize about your bug-ridden changes sneaking through and causing untold chaos in the codebase. You want to build a reputation as someone who writes creaky, messy, error-prone garbage that frustrates your colleagues. Bad Programming Practices 101 will help you achieve that goal a whole lot quicker by teaching you an array of bad habits that will allow you to cause maximum chaos. Alternatively, you could u ...
This book takes a humorous slant on the programming practice manual by reversing the usual approach: under the pretence of teaching you how to become the world's worst programmer who generally causes chaos, the book teaches you how to avoid the kind of bad habits that introduce bugs or cause code contributions to be rejected. Why be a code monkey when you can be a chaos monkey? OK, so you want to become a terrible programmer. You want to write code that gets vigorously rejected in review. You look forward to reading feedback plastered in comments like "WTF?". Even better, you fantasize about your bug-ridden changes sneaking through and causing untold chaos in the codebase. You want to build a reputation as someone who writes creaky, messy, error-prone garbage that frustrates your colleagues. Bad Programming Practices 101 will help you achieve that goal a whole lot quicker by teaching you an array of bad habits that will allow you to cause maximum chaos. Alternatively, you could u ...
Startup Cities
This book offers a comprehensive model for explaining the success and failure of cities in nurturing startups, presents detailed case studies of how participants in that model help or hinder startup activity, and shows how to apply these lessons to boost local startup activity. Startup Cities explains the factors that determine local startup success based on a detailed comparison of regional startup cities - pairing the most successful and less successful cities within regions along with insights and implications from case studies of each of the model's elements. The book compares local city pairs, highlighting factors that distinguish successful from less successful cities and presents implications for stakeholders that arise from these principles. Peter Cohan is a lecturer of Strategy at Babson College and one of the world's leading authorities on regional startup ecosystems. Starting in 2012, he created and led Startup Strategy courses that explore four regional startup ecosys ...
This book offers a comprehensive model for explaining the success and failure of cities in nurturing startups, presents detailed case studies of how participants in that model help or hinder startup activity, and shows how to apply these lessons to boost local startup activity. Startup Cities explains the factors that determine local startup success based on a detailed comparison of regional startup cities - pairing the most successful and less successful cities within regions along with insights and implications from case studies of each of the model's elements. The book compares local city pairs, highlighting factors that distinguish successful from less successful cities and presents implications for stakeholders that arise from these principles. Peter Cohan is a lecturer of Strategy at Babson College and one of the world's leading authorities on regional startup ecosystems. Starting in 2012, he created and led Startup Strategy courses that explore four regional startup ecosys ...
Shell Scripting Recipes, 2nd Edition
Shell Scripting Recipes is filled with over 150 much-needed and practical recipes that follow a problem-solution format, and help all Unix users regain some of the lost time spent creating and testing shell scripts. Most scripts in this book are POSIX (Portable Operating System Interface)-compliant, so they are supported by many of the major shell variants, including Bash, ksh, and sh, among others. This completely updated second edition takes into account the many changes to shell scripting that have occurred since its original publication nearly ten years ago, and all the recipes are now relevant for a modern audience. Each real-world example recipe follows the same structure and easily shows you what's going on in each case. File conversion (DOS, UNIX, and Mac), system administration, and resource monitoring are just a few of the topics covered in this highly practical shell scripting reference. You will also find recipes for filename management, complex date calculations, screen ...
Shell Scripting Recipes is filled with over 150 much-needed and practical recipes that follow a problem-solution format, and help all Unix users regain some of the lost time spent creating and testing shell scripts. Most scripts in this book are POSIX (Portable Operating System Interface)-compliant, so they are supported by many of the major shell variants, including Bash, ksh, and sh, among others. This completely updated second edition takes into account the many changes to shell scripting that have occurred since its original publication nearly ten years ago, and all the recipes are now relevant for a modern audience. Each real-world example recipe follows the same structure and easily shows you what's going on in each case. File conversion (DOS, UNIX, and Mac), system administration, and resource monitoring are just a few of the topics covered in this highly practical shell scripting reference. You will also find recipes for filename management, complex date calculations, screen ...
Selenium WebDriver Recipes in C#, 2nd Edition
Solve your Selenium WebDriver problems with this quick guide to automated testing of web applications with Selenium WebDriver in C#. Selenium WebDriver Recipes in C#, Second Edition contains hundreds of solutions to real-world problems, with clear explanations and ready-to-run Selenium test scripts that you can use in your own projects. This book is for experienced Windows application developers working with .NET and especially C#. ...
Solve your Selenium WebDriver problems with this quick guide to automated testing of web applications with Selenium WebDriver in C#. Selenium WebDriver Recipes in C#, Second Edition contains hundreds of solutions to real-world problems, with clear explanations and ready-to-run Selenium test scripts that you can use in your own projects. This book is for experienced Windows application developers working with .NET and especially C#. ...
SAS Programming and Data Visualization Techniques
SAS Programming and Data Visualization Techniques: A Power User's Guide brings together a wealth of ideas about strategic and tactical solutions to everyday situations experienced when transferring, extracting, processing, analyzing, and reporting the valuable data you have at your fingertips. Best, you can achieve most of the solutions using the SAS components you already license, meaning that this book's insights can keep you from throwing money at problems needlessly. Author Philip R. Holland advises a broad range of clients throughout Europe and the United States as an independent consultant and founder of Holland Numerics Ltd, a SAS technical consultancy. In this book he explains techniques - through code samples and example - that will enable you to increase your knowledge of all aspects of SAS programming, improve your coding productivity, and interface SAS with other programs. ...
SAS Programming and Data Visualization Techniques: A Power User's Guide brings together a wealth of ideas about strategic and tactical solutions to everyday situations experienced when transferring, extracting, processing, analyzing, and reporting the valuable data you have at your fingertips. Best, you can achieve most of the solutions using the SAS components you already license, meaning that this book's insights can keep you from throwing money at problems needlessly. Author Philip R. Holland advises a broad range of clients throughout Europe and the United States as an independent consultant and founder of Holland Numerics Ltd, a SAS technical consultancy. In this book he explains techniques - through code samples and example - that will enable you to increase your knowledge of all aspects of SAS programming, improve your coding productivity, and interface SAS with other programs. ...