Machine Learning with Spark
Apache Spark is a framework for distributed computing that is designed from the ground up to be optimized for low latency tasks and in-memory data storage. It is one of the few frameworks for parallel computing that combines speed, scalability, in-memory processing, and fault tolerance with ease of programming and a flexible, expressive, and powerful API design. This book guides you through the basics of Spark's API used to load and process data and prepare the data to use as input to the various machine learning models. There are detailed examples and real-world use cases for you to explore common machine learning models including recommender systems, classification, regression, clustering, and dimensionality reduction. You will cover advanced topics such as working with large-scale text data, and methods for online machine learning and model evaluation using Spark Streaming. ...
Apache Spark is a framework for distributed computing that is designed from the ground up to be optimized for low latency tasks and in-memory data storage. It is one of the few frameworks for parallel computing that combines speed, scalability, in-memory processing, and fault tolerance with ease of programming and a flexible, expressive, and powerful API design. This book guides you through the basics of Spark's API used to load and process data and prepare the data to use as input to the various machine learning models. There are detailed examples and real-world use cases for you to explore common machine learning models including recommender systems, classification, regression, clustering, and dimensionality reduction. You will cover advanced topics such as working with large-scale text data, and methods for online machine learning and model evaluation using Spark Streaming. ...
Real-Time Systems Design and Analysis, 4th Edition
From power plants to medicine to avionics, the world increasingly depends on computer systems that can compute and respond to various excitations in real time. The Fourth Edition of Real-Time Systems Design and Analysis gives software designers the knowledge and the tools needed to create real-time software using a holistic, systems-based approach. The text covers computer architecture and organization, operating systems, software engineering, programming languages, and compiler theory, all from the perspective of real-time systems design. ...
From power plants to medicine to avionics, the world increasingly depends on computer systems that can compute and respond to various excitations in real time. The Fourth Edition of Real-Time Systems Design and Analysis gives software designers the knowledge and the tools needed to create real-time software using a holistic, systems-based approach. The text covers computer architecture and organization, operating systems, software engineering, programming languages, and compiler theory, all from the perspective of real-time systems design. ...
Visual Design Solutions
No matter what medium you use to deliver content, if the visual design fails, the experience falls flat. Meaningful graphics and a compelling visual design supercharge instruction, training, and presentations, but this isn't easy to accomplish. Now you can conquer your design fears and knowledge gaps with Visual Design Solutions: a resource for learning professionals seeking to raise the bar on their graphics and visual design skills. This informal and friendly book guides you through the process and principles used by professional graphic designers. It also presents creative solutions and examples that you can start using right away. Anyone who envisions, designs, or creates instructional or informational graphics will benefit from the design strategies laid out in this comprehensive resource. Written by Connie Malamed, an art educator and instructional designer, this book will help you tap into your creativity, design with intention, and produce polished work. Whereas most graphic ...
No matter what medium you use to deliver content, if the visual design fails, the experience falls flat. Meaningful graphics and a compelling visual design supercharge instruction, training, and presentations, but this isn't easy to accomplish. Now you can conquer your design fears and knowledge gaps with Visual Design Solutions: a resource for learning professionals seeking to raise the bar on their graphics and visual design skills. This informal and friendly book guides you through the process and principles used by professional graphic designers. It also presents creative solutions and examples that you can start using right away. Anyone who envisions, designs, or creates instructional or informational graphics will benefit from the design strategies laid out in this comprehensive resource. Written by Connie Malamed, an art educator and instructional designer, this book will help you tap into your creativity, design with intention, and produce polished work. Whereas most graphic ...
Proxmox High Availability
With the help of an easy-to-use tool provided by Proxmox, users can easily improve their service by building up their own cluster. Proxmox is open source and combines two virtualization technologies (KVM- and container-based) under one platform, offering maximum flexibility for building virtual environments. This book starts with the basics and provides you with some background knowledge of server virtualization and then shows you the differences between other types of virtualization software, such as VMware, Hyper-V, Xen, and so on, versus Proxmox. By the end of this book, you will have a strong idea on how to plan, design, implement, and test your own cluster with a high level of availability. ...
With the help of an easy-to-use tool provided by Proxmox, users can easily improve their service by building up their own cluster. Proxmox is open source and combines two virtualization technologies (KVM- and container-based) under one platform, offering maximum flexibility for building virtual environments. This book starts with the basics and provides you with some background knowledge of server virtualization and then shows you the differences between other types of virtualization software, such as VMware, Hyper-V, Xen, and so on, versus Proxmox. By the end of this book, you will have a strong idea on how to plan, design, implement, and test your own cluster with a high level of availability. ...
Raspberry Pi Gaming, 2nd Edition
This book teaches you how to hook up your Raspberry Pi computer, install different games from a variety of genres, and set up emulators so you can play hundreds of classic arcade and console games. Moreover, you will also learn how to design, create, and play video games that you create from scratch. After learning how to set up a Raspberry Pi, you will begin by creating your own version of Flappy Bird and a clone of the classic game Pong in the Scratch programming language. You will also be guided through the installation process for a wide range of gaming operating systems, such as PiPlay, RetroPie, and ChameleonPi for the Raspberry Pi. Furthermore, you will discover in-depth details about emulators that recreate classic 80s arcade games to consoles that many grew up with. ...
This book teaches you how to hook up your Raspberry Pi computer, install different games from a variety of genres, and set up emulators so you can play hundreds of classic arcade and console games. Moreover, you will also learn how to design, create, and play video games that you create from scratch. After learning how to set up a Raspberry Pi, you will begin by creating your own version of Flappy Bird and a clone of the classic game Pong in the Scratch programming language. You will also be guided through the installation process for a wide range of gaming operating systems, such as PiPlay, RetroPie, and ChameleonPi for the Raspberry Pi. Furthermore, you will discover in-depth details about emulators that recreate classic 80s arcade games to consoles that many grew up with. ...
Clojure Reactive Programming
Reactive Programming (RP) is central to many concurrent systems. It endeavors to make the process of developing highly-concurrent, event-driven, and asynchronous applications simpler and less error-prone. RP comes in many flavors and we will look at some of them in this book. Clojure Reactive Programming is a practical guide aimed at exploring RP. It starts by describing Functional Reactive Programming (FRP) and its formulations, as well as how it inspired Compositional Event Systems (CES). It also presents several examples of Reactive applications implemented in different frameworks, allowing you to develop an understanding of the subject as well as learn how to develop your ability to work with time-varying values. By the end of the book, you will be equipped to solve real-world problems as well as understand the trade-offs between the approaches shown in the book. ...
Reactive Programming (RP) is central to many concurrent systems. It endeavors to make the process of developing highly-concurrent, event-driven, and asynchronous applications simpler and less error-prone. RP comes in many flavors and we will look at some of them in this book. Clojure Reactive Programming is a practical guide aimed at exploring RP. It starts by describing Functional Reactive Programming (FRP) and its formulations, as well as how it inspired Compositional Event Systems (CES). It also presents several examples of Reactive applications implemented in different frameworks, allowing you to develop an understanding of the subject as well as learn how to develop your ability to work with time-varying values. By the end of the book, you will be equipped to solve real-world problems as well as understand the trade-offs between the approaches shown in the book. ...
Advanced Game Design with HTML5 and JavaScript
How do you make a video game? Advanced Game Design with HTML5 and JavaScript is a down to earth education in how to make video games from scratch, using the powerful HTML5 and JavaScript technologies. This book is a point-by-point round up of all the essential techniques that every game designer needs to know. You'll discover how to create and render game graphics, add interactivity, sound, and animation. You'll learn how to build your own custom game engine with reusable components so that you can quickly develop games with maximum impact and minimum code. You'll also learn the secrets of vector math and advanced collision detection techniques, all of which are covered in a friendly and non-technical manner. You'll find detailed working examples, with hundreds of illustrations and thousands of lines of source code that you can freely adapt for your own projects. All the math and programming techniques are elaborately explained and examples are open-ended to encourage you to think o ...
How do you make a video game? Advanced Game Design with HTML5 and JavaScript is a down to earth education in how to make video games from scratch, using the powerful HTML5 and JavaScript technologies. This book is a point-by-point round up of all the essential techniques that every game designer needs to know. You'll discover how to create and render game graphics, add interactivity, sound, and animation. You'll learn how to build your own custom game engine with reusable components so that you can quickly develop games with maximum impact and minimum code. You'll also learn the secrets of vector math and advanced collision detection techniques, all of which are covered in a friendly and non-technical manner. You'll find detailed working examples, with hundreds of illustrations and thousands of lines of source code that you can freely adapt for your own projects. All the math and programming techniques are elaborately explained and examples are open-ended to encourage you to think o ...
Blog Design For Dummies
The average blogger does not typically have experience with design or coding, but that shouldn't deter them from having a professional-looking blog design. This friendly and easy-to-understand guide provides you with the tools you need to establish a creative, unique, and aesthetically memorable blog without having to learn how to code beyond some basic CSS. Whether you're looking to write for a major brand, become a brand ambassador, sell a product, acquire new clients, advocate for a cause, or simply tell a story, you'll find design tricks, helpful techniques, and invaluable advice for creating a great-looking and functional blog. ...
The average blogger does not typically have experience with design or coding, but that shouldn't deter them from having a professional-looking blog design. This friendly and easy-to-understand guide provides you with the tools you need to establish a creative, unique, and aesthetically memorable blog without having to learn how to code beyond some basic CSS. Whether you're looking to write for a major brand, become a brand ambassador, sell a product, acquire new clients, advocate for a cause, or simply tell a story, you'll find design tricks, helpful techniques, and invaluable advice for creating a great-looking and functional blog. ...
Social Media Design For Dummies
Whether you're trying to attract a new employer or get new fans to notice your brand, your social media profiles need to distinguish you from the masses. Packed with the secrets behind the hottest Facebook timelines, Twitter backgrounds, and LinkedIn profiles, this fun-but-straightforward guide shows you how to create eye-catching social media profiles with a professional, cohesive design. Social Media Design For Dummies is a must-have introductory guide to creating a professional, effective, and cohesive design that will better communicate your brand's story to future partners, employers, and customers. ...
Whether you're trying to attract a new employer or get new fans to notice your brand, your social media profiles need to distinguish you from the masses. Packed with the secrets behind the hottest Facebook timelines, Twitter backgrounds, and LinkedIn profiles, this fun-but-straightforward guide shows you how to create eye-catching social media profiles with a professional, cohesive design. Social Media Design For Dummies is a must-have introductory guide to creating a professional, effective, and cohesive design that will better communicate your brand's story to future partners, employers, and customers. ...
Raspberry Pi Computer Vision Programming
This book will provide you with the skills you need to successfully design and implement your own Raspberry Pi and Python-based computer vision projects. From the beginning, this book will cover how to set up your Raspberry Pi for computer vision applications, exploring the basics of OpenCV, and how to design and implement real-life computer vision applications on your own. By sequentially working through the steps in each chapter, you will quickly be able to master the features of OpenCV. In the end of the book, you will also be introduced to SimpleCV, which is another powerful computer vision library for Python. Featuring plenty of coding examples and exercises, this book offers you an unparalleled learning experience. ...
This book will provide you with the skills you need to successfully design and implement your own Raspberry Pi and Python-based computer vision projects. From the beginning, this book will cover how to set up your Raspberry Pi for computer vision applications, exploring the basics of OpenCV, and how to design and implement real-life computer vision applications on your own. By sequentially working through the steps in each chapter, you will quickly be able to master the features of OpenCV. In the end of the book, you will also be introduced to SimpleCV, which is another powerful computer vision library for Python. Featuring plenty of coding examples and exercises, this book offers you an unparalleled learning experience. ...