Machine Learning for Healthcare Analytics Projects
Machine Learning (ML) has changed the way organizations and individuals use data to improve the efficiency of a system. ML algorithms allow strategists to deal with a variety of structured, unstructured, and semi-structured data. Machine Learning for Healthcare Analytics Projects is packed with new approaches and methodologies for creating powerful solutions for healthcare analytics. This book will teach you how to implement key machine learning algorithms and walk you through their use cases by employing a range of libraries from the Python ecosystem. You will build five end-to-end projects to evaluate the efficiency of Artificial Intelligence (AI) applications for carrying out simple-to-complex healthcare analytics tasks. With each project, you will gain new insights, which will then help you handle healthcare data efficiently. As you make your way through the book, you will use ML to detect cancer in a set of patients using support vector machines (SVMs) and k-Nearest neighbors ( ...
Machine Learning (ML) has changed the way organizations and individuals use data to improve the efficiency of a system. ML algorithms allow strategists to deal with a variety of structured, unstructured, and semi-structured data. Machine Learning for Healthcare Analytics Projects is packed with new approaches and methodologies for creating powerful solutions for healthcare analytics. This book will teach you how to implement key machine learning algorithms and walk you through their use cases by employing a range of libraries from the Python ecosystem. You will build five end-to-end projects to evaluate the efficiency of Artificial Intelligence (AI) applications for carrying out simple-to-complex healthcare analytics tasks. With each project, you will gain new insights, which will then help you handle healthcare data efficiently. As you make your way through the book, you will use ML to detect cancer in a set of patients using support vector machines (SVMs) and k-Nearest neighbors ( ...
Android 9 Development Cookbook, 3rd Edition
The Android OS has the largest installation base of any operating system in the world; there has never been a better time to learn Android development to write your own applications, or to make your own contributions to the open source community! With this extensively updated cookbook, you'll find solutions for working with the user interfaces, multitouch gestures, location awareness, web services, and device features such as the phone, camera, and accelerometer. You also get useful steps on packaging your app for the Android Market. Each recipe provides a clear solution and sample code you can use in your project right away. Whether you are writing your first app or your hundredth, this is a book that you will come back to time and time again, with its many tips and tricks on the rich features of Android Pie. ...
The Android OS has the largest installation base of any operating system in the world; there has never been a better time to learn Android development to write your own applications, or to make your own contributions to the open source community! With this extensively updated cookbook, you'll find solutions for working with the user interfaces, multitouch gestures, location awareness, web services, and device features such as the phone, camera, and accelerometer. You also get useful steps on packaging your app for the Android Market. Each recipe provides a clear solution and sample code you can use in your project right away. Whether you are writing your first app or your hundredth, this is a book that you will come back to time and time again, with its many tips and tricks on the rich features of Android Pie. ...
Mastering Docker, 3rd Edition
Docker has been a game-changer when it comes to how modern applications are deployed and created. It has now grown into a key driver of innovation beyond system administration, with an impact on the world of web development. But how can you make sure you're keeping up with the innovations it's driving, or be sure you're using it to its full potential? Mastering Docker shows you how; this book not only demonstrates how to use Docker more effectively, but also helps you rethink and reimagine what's possible with it. You will cover concepts such as building, managing, and storing images, along with best practices to make you confident, before delving more into Docker security. You'll find everything related to extending and integrating Docker in new and innovative ways. Docker Compose, Docker Swarm, and Kubernetes will help you take control of your containers in an efficient manner. By the end of the book, you will have a broad, yet detailed, sense of what's possible with Docker, an ...
Docker has been a game-changer when it comes to how modern applications are deployed and created. It has now grown into a key driver of innovation beyond system administration, with an impact on the world of web development. But how can you make sure you're keeping up with the innovations it's driving, or be sure you're using it to its full potential? Mastering Docker shows you how; this book not only demonstrates how to use Docker more effectively, but also helps you rethink and reimagine what's possible with it. You will cover concepts such as building, managing, and storing images, along with best practices to make you confident, before delving more into Docker security. You'll find everything related to extending and integrating Docker in new and innovative ways. Docker Compose, Docker Swarm, and Kubernetes will help you take control of your containers in an efficient manner. By the end of the book, you will have a broad, yet detailed, sense of what's possible with Docker, an ...
A Beginner's Guide to Circuits
A Beginner's Guide to Circuits is the perfect first step for anyone ready to jump into the world of electronics and circuit design. First, you'll learn to read circuit diagrams and use a breadboard, which allows you to connect electrical components without using a hot soldering iron! Next, you'll build nine simple projects using just a handful of readily available components, like resistors, transistors, capacitors, and other parts. As you build, you'll learn what each component does, how it works, and how to combine components to achieve new and interesting effects. By the end of the book, you'll be able to build your own electronic creations. With easy-to-follow directions, anyone can become an inventor with the help of A Beginner's Guide to Circuits! Build These 9 Simple Circuits! Steady-Hand Game: Test your nerves using a wire and a buzzer to create an Operation-style game! Touch-Enabled Light: Turn on a light with your finger! Cookie Jar Alarm: Catch cookie thieves r ...
A Beginner's Guide to Circuits is the perfect first step for anyone ready to jump into the world of electronics and circuit design. First, you'll learn to read circuit diagrams and use a breadboard, which allows you to connect electrical components without using a hot soldering iron! Next, you'll build nine simple projects using just a handful of readily available components, like resistors, transistors, capacitors, and other parts. As you build, you'll learn what each component does, how it works, and how to combine components to achieve new and interesting effects. By the end of the book, you'll be able to build your own electronic creations. With easy-to-follow directions, anyone can become an inventor with the help of A Beginner's Guide to Circuits! Build These 9 Simple Circuits! Steady-Hand Game: Test your nerves using a wire and a buzzer to create an Operation-style game! Touch-Enabled Light: Turn on a light with your finger! Cookie Jar Alarm: Catch cookie thieves r ...
The Game Console
The Game Console is a tour through the evolution of video game hardware, with gorgeous full-color photos of 86 consoles and their grisly innards. You'll start your journey with legendary consoles like the Magnavox Odyssey, Atari 2600, Nintendo Entertainment System, and the Commodore 64. The visual nostalgia trip continues with systems from the 1990s and 2000s, ending with modern consoles like the Xbox One, PlayStation 4, and Wii U. Throughout the book, you'll also discover many consoles you never knew existed, and get a rare peek at the hardware inside some of history's most iconic video game systems. ...
The Game Console is a tour through the evolution of video game hardware, with gorgeous full-color photos of 86 consoles and their grisly innards. You'll start your journey with legendary consoles like the Magnavox Odyssey, Atari 2600, Nintendo Entertainment System, and the Commodore 64. The visual nostalgia trip continues with systems from the 1990s and 2000s, ending with modern consoles like the Xbox One, PlayStation 4, and Wii U. Throughout the book, you'll also discover many consoles you never knew existed, and get a rare peek at the hardware inside some of history's most iconic video game systems. ...
Absolute FreeBSD, 3rd Edition
FreeBSD is the muscle behind companies like Netflix and EMC. Any place where someone does heavy lifting on the Internet, you'll find FreeBSD. This newly revised edition of Absolute FreeBSD brings FreeBSD's strengths to bear on your problems and covers FreeBSD's newest features, all in the inimitable style that has made author Michael W. Lucas system administration books so popular. Any computer system is only as good as the system administrator's knowledge. Absolute FreeBSD teaches you everything you need to know about managing FreeBSD systems, from installation, configuration, and taking the system from "just working" to "working well". A cohesive focus on service delivery and best practice means that you can apply much of the book to other operating systems. Absolute FreeBSD dives deep into server management, taking you beyond just making things work and into understanding why they work. How to best install FreeBSD to meet your needs; Which filesystem to use in your environm ...
FreeBSD is the muscle behind companies like Netflix and EMC. Any place where someone does heavy lifting on the Internet, you'll find FreeBSD. This newly revised edition of Absolute FreeBSD brings FreeBSD's strengths to bear on your problems and covers FreeBSD's newest features, all in the inimitable style that has made author Michael W. Lucas system administration books so popular. Any computer system is only as good as the system administrator's knowledge. Absolute FreeBSD teaches you everything you need to know about managing FreeBSD systems, from installation, configuration, and taking the system from "just working" to "working well". A cohesive focus on service delivery and best practice means that you can apply much of the book to other operating systems. Absolute FreeBSD dives deep into server management, taking you beyond just making things work and into understanding why they work. How to best install FreeBSD to meet your needs; Which filesystem to use in your environm ...
Microsoft Power BI Dashboards Step by Step
Expand your expertise - and teach yourself how to create world-class Power BI business analysis dashboards that bring data to life for better decision-making. If you're an experienced business intelligence professional or manager, you'll get all the guidance, examples, and code you need to succeed - even if you've never used Power BI before. Successfully design, architect, and implement Power BI in your organization; Take full advantage of any Microsoft Power BI platform, including Power BI Premium; Make upfront decisions that position your Power BI project for success; Build rich, live dashboards to monitor crucial data from across your organization; Aggregate data and data elements from numerous internal and external data sources; Develop dynamic visualizations, including charts, maps, and graphs; Bring data to life with stunning interactive reports; Ensure dashboard security and compliance; Drive user adoption through effective training. ...
Expand your expertise - and teach yourself how to create world-class Power BI business analysis dashboards that bring data to life for better decision-making. If you're an experienced business intelligence professional or manager, you'll get all the guidance, examples, and code you need to succeed - even if you've never used Power BI before. Successfully design, architect, and implement Power BI in your organization; Take full advantage of any Microsoft Power BI platform, including Power BI Premium; Make upfront decisions that position your Power BI project for success; Build rich, live dashboards to monitor crucial data from across your organization; Aggregate data and data elements from numerous internal and external data sources; Develop dynamic visualizations, including charts, maps, and graphs; Bring data to life with stunning interactive reports; Ensure dashboard security and compliance; Drive user adoption through effective training. ...
Microsoft Excel 2019 Inside Out
Dive into Microsoft Excel 2019 - and really put your spreadsheet expertise to work. This supremely organized reference packs hundreds of timesaving solutions, tips, and workarounds - all you need to make the most of Excel's most powerful tools for analyzing data and making better decisions. Renowned Excel expert Bill Jelen offers a complete tour of Excel 2019 and Excel in Office 365, from efficient interface customizations to advanced analysis, visualizations, and dashboards. Discover how experts tackle today's key tasks - and challenge yourself to new levels of mastery. Enter formulas more efficiently, and fully control operators and dates; Master the most widely-used functions in Excel; Integrate external data from the web and other sources; Easily transform complex datasets with Power Query; Quickly summarize millions of records with Pivot Tables; Perform ad hoc analyses with slicers and other filters; Create advanced data mashups with Power Pivot; Solve complex problems with Wha ...
Dive into Microsoft Excel 2019 - and really put your spreadsheet expertise to work. This supremely organized reference packs hundreds of timesaving solutions, tips, and workarounds - all you need to make the most of Excel's most powerful tools for analyzing data and making better decisions. Renowned Excel expert Bill Jelen offers a complete tour of Excel 2019 and Excel in Office 365, from efficient interface customizations to advanced analysis, visualizations, and dashboards. Discover how experts tackle today's key tasks - and challenge yourself to new levels of mastery. Enter formulas more efficiently, and fully control operators and dates; Master the most widely-used functions in Excel; Integrate external data from the web and other sources; Easily transform complex datasets with Power Query; Quickly summarize millions of records with Pivot Tables; Perform ad hoc analyses with slicers and other filters; Create advanced data mashups with Power Pivot; Solve complex problems with Wha ...
iOS Swift Game Development Cookbook, 3rd Edition
Ready to create amazing games for iOS? With Apple's Swift programming language, it's never been easier. This updated cookbook provides detailed recipes for managing a wide range of common iOS game-development issues, ranging from architecture design to graphics to performance - all revised for the latest version of Swift. You get simple, direct solutions to common problems found in iOS game programming. Need to figure out how to give objects physical motion, or want a refresher on gaming-related math problems? This book provides sample projects and straightforward answers. All you need to get started is some familiarity with iOS development and Swift. Lay out your game's structure and organize its contents; Build your interface and customize menus with UIKit; Design your game to detect and respond to user input; Work with sound effects, music, and speech synthesis; Store and access data for later use with iCloud; Create and animate 2D graphics with SpriteKit; Simulate physics to ...
Ready to create amazing games for iOS? With Apple's Swift programming language, it's never been easier. This updated cookbook provides detailed recipes for managing a wide range of common iOS game-development issues, ranging from architecture design to graphics to performance - all revised for the latest version of Swift. You get simple, direct solutions to common problems found in iOS game programming. Need to figure out how to give objects physical motion, or want a refresher on gaming-related math problems? This book provides sample projects and straightforward answers. All you need to get started is some familiarity with iOS development and Swift. Lay out your game's structure and organize its contents; Build your interface and customize menus with UIKit; Design your game to detect and respond to user input; Work with sound effects, music, and speech synthesis; Store and access data for later use with iCloud; Create and animate 2D graphics with SpriteKit; Simulate physics to ...
Docker: Up & Running, 2nd Edition
Docker is rapidly changing the way organizations deploy software at scale. However, understanding how Linux containers fit into your workflow - and getting the integration details right - is not a trivial task. With the updated edition of this practical guide, you'll learn how to use Docker to package your applications with all of their dependencies and then test, ship, scale, and support your containers in production. This edition includes significant updates to the examples and explanations that reflect the substantial changes that have occurred over the past couple of years. Sean Kane and Karl Matthias have added a complete chapter on Docker Compose, deeper coverage of Docker Swarm mode, introductions to both Kubernetes and AWS Fargate, examples on how to optimize your Docker images, and much more. Learn how Docker simplifies dependency management and deployment workflow for your applications; Start working with Docker images, containers, and command line tools; Use practical ...
Docker is rapidly changing the way organizations deploy software at scale. However, understanding how Linux containers fit into your workflow - and getting the integration details right - is not a trivial task. With the updated edition of this practical guide, you'll learn how to use Docker to package your applications with all of their dependencies and then test, ship, scale, and support your containers in production. This edition includes significant updates to the examples and explanations that reflect the substantial changes that have occurred over the past couple of years. Sean Kane and Karl Matthias have added a complete chapter on Docker Compose, deeper coverage of Docker Swarm mode, introductions to both Kubernetes and AWS Fargate, examples on how to optimize your Docker images, and much more. Learn how Docker simplifies dependency management and deployment workflow for your applications; Start working with Docker images, containers, and command line tools; Use practical ...