Scala for Machine Learning
The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering designs, biometrics, and trading strategies, to detection of genetic anomalies. The book begins with an introduction to the functional capabilities of the Scala programming language that are critical to the creation of machine learning algorithms such as dependency injection and implicits. Next, you'll learn about data preprocessing and filtering techniques. Following this, you'll move on to clustering and dimension reduction, Naïve Bayes, regression models, sequential data, regularization and kernelization, support vector machines, neural networks, generic algorithms, and re-enforcement learning. A review of the Akka framework and Apache Spark clusters concludes the tutorial. ...
The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering designs, biometrics, and trading strategies, to detection of genetic anomalies. The book begins with an introduction to the functional capabilities of the Scala programming language that are critical to the creation of machine learning algorithms such as dependency injection and implicits. Next, you'll learn about data preprocessing and filtering techniques. Following this, you'll move on to clustering and dimension reduction, Naïve Bayes, regression models, sequential data, regularization and kernelization, support vector machines, neural networks, generic algorithms, and re-enforcement learning. A review of the Akka framework and Apache Spark clusters concludes the tutorial. ...
C# Multithreaded and Parallel Programming
Most modern machines have dual-core processors. This means that the present-day computer has the ability to multitask. Using multiple cores means your applications can process data faster and be more responsive to users. However, to fully exploit this in your applications, you need to write multithreading code. We will begin by covering some techniques that have been around since the beginning of .NET, including the BackgroundWorker component, timers, and the Thread class. We will use tasks, task factories, and parallel loops to develop multithreaded applications at a higher level than directly creating and managing individual threads. Finally, we will look at the tools Visual Studio provides for debugging parallel applications, common concurrent design patterns, and the latest updates in PLINQ and async. ...
Most modern machines have dual-core processors. This means that the present-day computer has the ability to multitask. Using multiple cores means your applications can process data faster and be more responsive to users. However, to fully exploit this in your applications, you need to write multithreading code. We will begin by covering some techniques that have been around since the beginning of .NET, including the BackgroundWorker component, timers, and the Thread class. We will use tasks, task factories, and parallel loops to develop multithreaded applications at a higher level than directly creating and managing individual threads. Finally, we will look at the tools Visual Studio provides for debugging parallel applications, common concurrent design patterns, and the latest updates in PLINQ and async. ...
MEAN Web Development
The MEAN stack is a collection of the most popular modern tools for web development; it comprises MongoDB, Express, AngularJS, and Node.js. Starting with MEAN core frameworks, this project-based guide will explain the key concepts of each framework, how to set them up properly, and how to use popular modules to connect it all together. By following the real-world examples shown in this tutorial, you will scaffold your MEAN application architecture, add an authentication layer, and develop an MVC structure to support your project development. Finally, you will walk through the different tools and frameworks that will help expedite your daily development cycles. Watch how your application development grows by learning from the only guide that is solely orientated towards building a full, end-to-end, real-time application using the MEAN stack! ...
The MEAN stack is a collection of the most popular modern tools for web development; it comprises MongoDB, Express, AngularJS, and Node.js. Starting with MEAN core frameworks, this project-based guide will explain the key concepts of each framework, how to set them up properly, and how to use popular modules to connect it all together. By following the real-world examples shown in this tutorial, you will scaffold your MEAN application architecture, add an authentication layer, and develop an MVC structure to support your project development. Finally, you will walk through the different tools and frameworks that will help expedite your daily development cycles. Watch how your application development grows by learning from the only guide that is solely orientated towards building a full, end-to-end, real-time application using the MEAN stack! ...
Learning Apache Kafka, 2nd Edition
Kafka is one of those systems that is very simple to describe at a high level but has an incredible depth of technical detail when you dig deeper. Learning Apache Kafka Second Edition provides you with step-by-step, practical examples that help you take advantage of the real power of Kafka and handle hundreds of megabytes of messages per second from multiple clients. This book teaches you everything you need to know, right from setting up Kafka clusters to understanding basic blocks like producer, broker, and consumer blocks. Once you are all set up, you will then explore additional settings and configuration changes to achieve ever more complex goals. You will also learn how Kafka is designed internally and what configurations make it more effective. Finally, you will learn how Kafka works with other tools such as Hadoop, Storm, and so on. ...
Kafka is one of those systems that is very simple to describe at a high level but has an incredible depth of technical detail when you dig deeper. Learning Apache Kafka Second Edition provides you with step-by-step, practical examples that help you take advantage of the real power of Kafka and handle hundreds of megabytes of messages per second from multiple clients. This book teaches you everything you need to know, right from setting up Kafka clusters to understanding basic blocks like producer, broker, and consumer blocks. Once you are all set up, you will then explore additional settings and configuration changes to achieve ever more complex goals. You will also learn how Kafka is designed internally and what configurations make it more effective. Finally, you will learn how Kafka works with other tools such as Hadoop, Storm, and so on. ...
Bootstrap for Rails
Bootstrap is a free, open source CSS and JS framework that helps you create websites in minutes, and Ruby on Rails, or Rails as it's known, is an open source web application framework written in the Ruby programming language. Bootstrap is typically used in Rails applications to design websites and create themes because it comes loaded with predesigned CSS and HTML templates. Bootstrap for Rails is for Rails web developers who are struggling to get their website designs right. It will enable you to create beautiful responsive websites in minutes without writing much CSS and JavaScript code. The book starts by taking you through web application development in Rails. It teaches you how to set up the Bootstrap framework, and will showcase the true power of your Rails app using Bootstrap's grid system. You will learn about other Bootstrap components and move on to work with modals and carousels. It concludes with the opportunity to test your skills by creating a shopping cart using Bo ...
Bootstrap is a free, open source CSS and JS framework that helps you create websites in minutes, and Ruby on Rails, or Rails as it's known, is an open source web application framework written in the Ruby programming language. Bootstrap is typically used in Rails applications to design websites and create themes because it comes loaded with predesigned CSS and HTML templates. Bootstrap for Rails is for Rails web developers who are struggling to get their website designs right. It will enable you to create beautiful responsive websites in minutes without writing much CSS and JavaScript code. The book starts by taking you through web application development in Rails. It teaches you how to set up the Bootstrap framework, and will showcase the true power of your Rails app using Bootstrap's grid system. You will learn about other Bootstrap components and move on to work with modals and carousels. It concludes with the opportunity to test your skills by creating a shopping cart using Bo ...
Learning iOS Security
iOS has quickly become one of the most popular mobile operating systems, not only with users, but also with developers and companies. This also makes it a popular platform for malicious adversaries. iOS users and developers need to be constantly aware of their mobile security risks. Because of this, there is great demand for risk assessment specialists and security engineers. This book is a hands-on guide that focuses on iOS Devices and application security. It also discusses many vulnerabilities and security-related shortcomings that could expose personal data to prying eyes or allow interception of an iOS devices communication. You will learn how to manage apps to reduce the risks from third-parties and then carry out practical steps and procedures to protect your device at a large scale using tools like Apple Configurator and MDM. By the end of this book, you will have a great understanding of the essentials of iOS apps and will be able to secure the platform easily and rapidly. ...
iOS has quickly become one of the most popular mobile operating systems, not only with users, but also with developers and companies. This also makes it a popular platform for malicious adversaries. iOS users and developers need to be constantly aware of their mobile security risks. Because of this, there is great demand for risk assessment specialists and security engineers. This book is a hands-on guide that focuses on iOS Devices and application security. It also discusses many vulnerabilities and security-related shortcomings that could expose personal data to prying eyes or allow interception of an iOS devices communication. You will learn how to manage apps to reduce the risks from third-parties and then carry out practical steps and procedures to protect your device at a large scale using tools like Apple Configurator and MDM. By the end of this book, you will have a great understanding of the essentials of iOS apps and will be able to secure the platform easily and rapidly. ...
Make: Getting Started with Sensors
To build electronic projects that can sense the physical world, you need to build circuits based around sensors: electronic components that react to physical phenomena by sending an electrical signal. Even with only basic electronic components, you can build useful and educational sensor projects. But if you incorporate Arduino or Raspberry Pi into your project, you can build much more sophisticated projects that can react in interesting ways and even connect to the Internet. This book starts by teaching you the basic electronic circuits to read and react to a sensor. It then goes on to show how to use Arduino to develop sensor systems, and wraps up by teaching you how to build sensor projects with the Linux-powered Raspberry Pi. ...
To build electronic projects that can sense the physical world, you need to build circuits based around sensors: electronic components that react to physical phenomena by sending an electrical signal. Even with only basic electronic components, you can build useful and educational sensor projects. But if you incorporate Arduino or Raspberry Pi into your project, you can build much more sophisticated projects that can react in interesting ways and even connect to the Internet. This book starts by teaching you the basic electronic circuits to read and react to a sensor. It then goes on to show how to use Arduino to develop sensor systems, and wraps up by teaching you how to build sensor projects with the Linux-powered Raspberry Pi. ...
Understanding Context
To make sense of the world, we're always trying to place things in context, whether our environment is physical, cultural, or something else altogether. Now that we live among digital, always-networked products, apps, and places, context is more complicated than ever-starting with "where" and "who" we are. This practical, insightful book provides a powerful toolset to help information architects, UX professionals, and web and app designers understand and solve the many challenges of contextual ambiguity in the products and services they create. You'll discover not only how to design for a given context, but also how design participates in making context. ...
To make sense of the world, we're always trying to place things in context, whether our environment is physical, cultural, or something else altogether. Now that we live among digital, always-networked products, apps, and places, context is more complicated than ever-starting with "where" and "who" we are. This practical, insightful book provides a powerful toolset to help information architects, UX professionals, and web and app designers understand and solve the many challenges of contextual ambiguity in the products and services they create. You'll discover not only how to design for a given context, but also how design participates in making context. ...
Xamarin Cross-platform Application Development, 2nd Edition
Developing a mobile application for just one platform is becoming a thing of the past. Companies expect their apps to be supported on both iOS and Android, while leveraging the best native features on both. Xamarin's tools help ease this problem by giving developers a single toolset to target both platforms. This book is a step-by-step guide to building real-world applications for iOS and Android. The book walks you through building a chat application, complete with a backend web service and native features such as GPS location, camera, and push notifications. Additionally, you'll learn how to use external libraries with Xamarin and Xamarin.Forms to create shared user interfaces and make app-store-ready applications. This second edition has been updated with new screenshots and detailed steps to provide you with a holistic overview of the new features incorporated in Xamarin 3. By the end of the book, you will have gained expertise to build on the concepts learned and effectively de ...
Developing a mobile application for just one platform is becoming a thing of the past. Companies expect their apps to be supported on both iOS and Android, while leveraging the best native features on both. Xamarin's tools help ease this problem by giving developers a single toolset to target both platforms. This book is a step-by-step guide to building real-world applications for iOS and Android. The book walks you through building a chat application, complete with a backend web service and native features such as GPS location, camera, and push notifications. Additionally, you'll learn how to use external libraries with Xamarin and Xamarin.Forms to create shared user interfaces and make app-store-ready applications. This second edition has been updated with new screenshots and detailed steps to provide you with a holistic overview of the new features incorporated in Xamarin 3. By the end of the book, you will have gained expertise to build on the concepts learned and effectively de ...
Kivy Blueprints
Kivy is a Modern UI framework that greatly simplifies the development of cross-platform apps suitable for both mobile and desktop. This book is a practical guide that will walk you through the creation of intuitive multi-platform games and apps for day-to-day use. You will learn how to build simple, common apps such as Stopwatch and Paint. Then, we will gradually dive into more advanced Python and Kivy features. We will also cover a number of related topics ranging from UI design to low-level GLSL shaders. You will be able to fill your resume with practical applications and games, including those inspired by the insanely popular puzzle game 2048 and Flappy Bird. Each chapter covers a fully functional program, highlighting different aspects of the Kivy framework. ...
Kivy is a Modern UI framework that greatly simplifies the development of cross-platform apps suitable for both mobile and desktop. This book is a practical guide that will walk you through the creation of intuitive multi-platform games and apps for day-to-day use. You will learn how to build simple, common apps such as Stopwatch and Paint. Then, we will gradually dive into more advanced Python and Kivy features. We will also cover a number of related topics ranging from UI design to low-level GLSL shaders. You will be able to fill your resume with practical applications and games, including those inspired by the insanely popular puzzle game 2048 and Flappy Bird. Each chapter covers a fully functional program, highlighting different aspects of the Kivy framework. ...