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 ...
The LEGO Architecture Idea Book
Take your creations to the next level with The LEGO Architecture Idea Book! These clever building tips will give you endless inspiration for making your own amazing mansions, castles, houses, spooky shacks, and more. Every chapter includes ideas for creating architectural elements like columns, doors, windows, and walls. But rather than providing step-by-step instructions, the book includes helpful photography from every angle that shows you how to achieve the look, adapt it to your build, and make it your own. Build amazing walls that break the mold, with brick-and-mortar effects, weathered walls, and loose bricks; Recreate structural effects like timber framing, soaring towers and turrets, shingled roofs, clapboard siding, and more; Elevate your models with "stained glass", intricate color patterns, and tumble-down wear-and-tear; Use pieces like croissants, snakes, and goblets to make unique architectural ornamentation. Bursting with clever ideas, The LEGO Architecture Idea ...
Take your creations to the next level with The LEGO Architecture Idea Book! These clever building tips will give you endless inspiration for making your own amazing mansions, castles, houses, spooky shacks, and more. Every chapter includes ideas for creating architectural elements like columns, doors, windows, and walls. But rather than providing step-by-step instructions, the book includes helpful photography from every angle that shows you how to achieve the look, adapt it to your build, and make it your own. Build amazing walls that break the mold, with brick-and-mortar effects, weathered walls, and loose bricks; Recreate structural effects like timber framing, soaring towers and turrets, shingled roofs, clapboard siding, and more; Elevate your models with "stained glass", intricate color patterns, and tumble-down wear-and-tear; Use pieces like croissants, snakes, and goblets to make unique architectural ornamentation. Bursting with clever ideas, The LEGO Architecture Idea ...
LEGO Micro Cities
Create your own custom city with instructions for over 50 builds from 8 amazing LEGO Micro Cities! Readers learn how to recreate classic architectural styles using only LEGO bricks. In addition to creating entire buildings, LEGO model-building expert Jeff Friesen shows how to create interesting architectural features like bridges and skyscrapers, and will offer suggestions on how to customize your cities and make the models your own. With its collection of stunning photography and instructions for building modern cities, futuristic metropolises, and otherworldly utopias, LEGO Micro Cities is sure to provide hours of building fun and inspiration for readers of all ages. ...
Create your own custom city with instructions for over 50 builds from 8 amazing LEGO Micro Cities! Readers learn how to recreate classic architectural styles using only LEGO bricks. In addition to creating entire buildings, LEGO model-building expert Jeff Friesen shows how to create interesting architectural features like bridges and skyscrapers, and will offer suggestions on how to customize your cities and make the models your own. With its collection of stunning photography and instructions for building modern cities, futuristic metropolises, and otherworldly utopias, LEGO Micro Cities is sure to provide hours of building fun and inspiration for readers of all ages. ...
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 ...
Mission Python
Launch into coding with Mission Python, a space-themed guide to building a complete computer game in Python. You'll learn programming fundamentals like loops, strings, and lists as you build Escape!, an exciting game with a map to explore, items to collect, and tricky logic puzzles to solve. As you work through the book, you'll build exercises and mini-projects, like making a spacewalk simulator and creating an astronaut's safety checklist that will put your new Python skills to the test. You'll learn how to use Pygame Zero, a free resource that lets you add graphics and sound effects to your creations, and you'll get useful game-making tips, such as how to design fun puzzles and intriguing maps. Before you know it, you'll have a working, awesome game to stump your friends with (and some nifty coding skills, too!). You can follow this book using a Raspberry Pi or a Microsoft Windows PC, and the 3D graphics and sound effects you need are provided as a download. ...
Launch into coding with Mission Python, a space-themed guide to building a complete computer game in Python. You'll learn programming fundamentals like loops, strings, and lists as you build Escape!, an exciting game with a map to explore, items to collect, and tricky logic puzzles to solve. As you work through the book, you'll build exercises and mini-projects, like making a spacewalk simulator and creating an astronaut's safety checklist that will put your new Python skills to the test. You'll learn how to use Pygame Zero, a free resource that lets you add graphics and sound effects to your creations, and you'll get useful game-making tips, such as how to design fun puzzles and intriguing maps. Before you know it, you'll have a working, awesome game to stump your friends with (and some nifty coding skills, too!). You can follow this book using a Raspberry Pi or a Microsoft Windows PC, and the 3D graphics and sound effects you need are provided as a download. ...
Microsoft Office 2019 Inside Out
Dive into Microsoft Office 2019 - and really put its productivity toolsand services to work! This supremely organized reference packs hundreds of timesaving solutions, tips, and workarounds - all you need to make the most of Office's most powerful tools for productivity and decision-making. Renowned Office expert Joe Habraken offers a complete tour of Office 2019 and Office 365, with cutting-edge techniques and shortcuts for Word, Excel, PowerPoint, Outlook, Publisher, online Office apps, and more. Discover how experts tackle today's key tasks - and challenge yourself to new levels of mastery. Create amazing content faster with Office's new features, tools, and shortcuts; Share, collaborate with, and secure Office files in the cloud; Organize, edit, and format complex documents with Microsoft Word; Build tables of contents, captions, indexes, and footnotes that automatically update; Efficiently enter and manage data in Excel workbooks, and format it for easy understanding; Build fle ...
Dive into Microsoft Office 2019 - and really put its productivity toolsand services to work! This supremely organized reference packs hundreds of timesaving solutions, tips, and workarounds - all you need to make the most of Office's most powerful tools for productivity and decision-making. Renowned Office expert Joe Habraken offers a complete tour of Office 2019 and Office 365, with cutting-edge techniques and shortcuts for Word, Excel, PowerPoint, Outlook, Publisher, online Office apps, and more. Discover how experts tackle today's key tasks - and challenge yourself to new levels of mastery. Create amazing content faster with Office's new features, tools, and shortcuts; Share, collaborate with, and secure Office files in the cloud; Organize, edit, and format complex documents with Microsoft Word; Build tables of contents, captions, indexes, and footnotes that automatically update; Efficiently enter and manage data in Excel workbooks, and format it for easy understanding; Build fle ...
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 ...
Programming for Mixed Reality with Windows 10, Unity, Vuforia, and UrhoSharp
This is a complete guide to programming AI-powered mixed reality apps with the Windows Mixed Reality platform. Step by step, Dawid Borycki guides you through every type of mixed reality development, from simple 2D to cutting-edge apps for Microsoft HoloLens and immersive headsets. First, you'll learn to write UWP 2D apps that adapt for any Windows 10 device, transfer camera images to machine learning services, and use mobile sensor readings to control headset content. Then, building on these skills, you'll master every facet of building cross-platform 3D apps that link augmented reality content to real objects. Advanced Microsoft technology expert Dawid Borycki shows how to: Set up a mixed reality development environment with all the tools you'll need, including HoloLens and Mixed Reality simulators; Write Universal Windows 2D apps for all Windows 10 devices, and adjust their views and capabilities to specific hardware; Render media streams, acquire video from world-facing cameras, ...
This is a complete guide to programming AI-powered mixed reality apps with the Windows Mixed Reality platform. Step by step, Dawid Borycki guides you through every type of mixed reality development, from simple 2D to cutting-edge apps for Microsoft HoloLens and immersive headsets. First, you'll learn to write UWP 2D apps that adapt for any Windows 10 device, transfer camera images to machine learning services, and use mobile sensor readings to control headset content. Then, building on these skills, you'll master every facet of building cross-platform 3D apps that link augmented reality content to real objects. Advanced Microsoft technology expert Dawid Borycki shows how to: Set up a mixed reality development environment with all the tools you'll need, including HoloLens and Mixed Reality simulators; Write Universal Windows 2D apps for all Windows 10 devices, and adjust their views and capabilities to specific hardware; Render media streams, acquire video from world-facing cameras, ...