Introduction to R for Quantitative Finance
Introduction to R for Quantitative Finance will show you how to solve real-world quantitative fi nance problems using the statistical computing language R. The book covers diverse topics ranging from time series analysis to fi nancial networks. Each chapter briefl y presents the theory behind specific concepts and deals with solving a diverse range of problems using R with the help of practical examples. This book will be your guide on how to use and master R in order to solve quantitative finance problems. This book covers the essentials of quantitative finance, taking you through a number of clear and practical examples in R that will not only help you to understand the theory, but how to effectively deal with your own real-life problems. ...
Introduction to R for Quantitative Finance will show you how to solve real-world quantitative fi nance problems using the statistical computing language R. The book covers diverse topics ranging from time series analysis to fi nancial networks. Each chapter briefl y presents the theory behind specific concepts and deals with solving a diverse range of problems using R with the help of practical examples. This book will be your guide on how to use and master R in order to solve quantitative finance problems. This book covers the essentials of quantitative finance, taking you through a number of clear and practical examples in R that will not only help you to understand the theory, but how to effectively deal with your own real-life problems. ...
Learning Python with Raspberry Pi
Raspberry Pi chose Python as its teaching language of choice to encourage a new generation of programmers to learn how to program. This approachable book serves as an ideal resource for anyone wanting to use Raspberry Pi to learn to program and helps you get started with the Python programming language. Aimed at first-time developers with no prior programming language assumed, this beginner book gets you up and running. ...
Raspberry Pi chose Python as its teaching language of choice to encourage a new generation of programmers to learn how to program. This approachable book serves as an ideal resource for anyone wanting to use Raspberry Pi to learn to program and helps you get started with the Python programming language. Aimed at first-time developers with no prior programming language assumed, this beginner book gets you up and running. ...
Git Essentials
Since its inception, Git has attracted skilled developers due to its robust, powerful, and reliable features. Its incredibly fast branching ability transformed a piece of code from a niche tool for former Linux Kernel developers into a mainstream distributed versioning system. Like most powerful tools, Git can be hard to approach since it has a lot of commands, subcommands, and options that easily confuse newcomers. The main purpose of Git Essentials is to help you overcome this fear and become adept at all basic tasks in Git. This book starts with an introduction to version control systems, and after this you'll delve deeply into the essentials of Git. This serves as a primer for the topics to follow such as branching and merging, creating and managing a GitHub personal repository, and fork and pull requests. You will then learn the art of cherry-picking, taking only commits you like, followed by Git blame. Finally, you'll learn how to migrate from SVN using Git tools or TortoiseGit a ...
Since its inception, Git has attracted skilled developers due to its robust, powerful, and reliable features. Its incredibly fast branching ability transformed a piece of code from a niche tool for former Linux Kernel developers into a mainstream distributed versioning system. Like most powerful tools, Git can be hard to approach since it has a lot of commands, subcommands, and options that easily confuse newcomers. The main purpose of Git Essentials is to help you overcome this fear and become adept at all basic tasks in Git. This book starts with an introduction to version control systems, and after this you'll delve deeply into the essentials of Git. This serves as a primer for the topics to follow such as branching and merging, creating and managing a GitHub personal repository, and fork and pull requests. You will then learn the art of cherry-picking, taking only commits you like, followed by Git blame. Finally, you'll learn how to migrate from SVN using Git tools or TortoiseGit a ...
CoffeeScript Application Development Cookbook
CoffeeScript is a JavaScript compiler. CoffeeScript brings many things to the table that are lacking in JavaScript itself. This includes a class and module system, a syntax that is cleaner, less terse, and well structured, and list comprehensions that make working with collections of data more enjoyable. CoffeeScript can be used as not only a tool for the Web, but also as a tool for day-to-day DevOps type tasks (for example, file processing, working with databases, and more). This practical guide contains a wide range of recipes demonstrating how CoffeeScript can be used while developing the entire stack of an application. With recipes that range from easy and intermediate to advanced, there is something here for anyone looking to escape the common pitfalls of JavaScript and develop in a clean and expressive language. ...
CoffeeScript is a JavaScript compiler. CoffeeScript brings many things to the table that are lacking in JavaScript itself. This includes a class and module system, a syntax that is cleaner, less terse, and well structured, and list comprehensions that make working with collections of data more enjoyable. CoffeeScript can be used as not only a tool for the Web, but also as a tool for day-to-day DevOps type tasks (for example, file processing, working with databases, and more). This practical guide contains a wide range of recipes demonstrating how CoffeeScript can be used while developing the entire stack of an application. With recipes that range from easy and intermediate to advanced, there is something here for anyone looking to escape the common pitfalls of JavaScript and develop in a clean and expressive language. ...
Learning iOS Forensics
Mobile device forensics relates to the recovery of data from a mobile device. It has an impact on many different situations including criminal investigations and intelligence gathering. iOS devices, with their wide range of functionality and usability, have become one of the mobile market leaders. Millions of people often depend on iOS devices for storing sensitive information, leading to a rise in cybercrime. This has increased the need to successfully retrieve this information from these devices if stolen or lost. Learning iOS Forensics will give you an insight into the forensics activities you can perform on iOS devices. You will begin with simple concepts such as identifying the specific iOS device and the operating system version and then move on to complex topics such as analyzing the different recognized techniques to acquire the content of the device. Throughout the journey, you will gain knowledge of the best way to extract most of the information by eventually bypassing th ...
Mobile device forensics relates to the recovery of data from a mobile device. It has an impact on many different situations including criminal investigations and intelligence gathering. iOS devices, with their wide range of functionality and usability, have become one of the mobile market leaders. Millions of people often depend on iOS devices for storing sensitive information, leading to a rise in cybercrime. This has increased the need to successfully retrieve this information from these devices if stolen or lost. Learning iOS Forensics will give you an insight into the forensics activities you can perform on iOS devices. You will begin with simple concepts such as identifying the specific iOS device and the operating system version and then move on to complex topics such as analyzing the different recognized techniques to acquire the content of the device. Throughout the journey, you will gain knowledge of the best way to extract most of the information by eventually bypassing th ...
GameMaker Essentials
GameMaker: Studio is a great game engine that can be used to publish games to a variety of platforms. It is one of the most versatile game creation tools for professional and beginner game developers alike. Starting with the basics of learning how to install GameMaker, this book will take you all the way through to publishing your games online. Compiled with detailed instructions and images, this book starts by showing you how the GameMaker: Studio interface looks and works. After this, you'll move on to learning about resources such as sprites, paths, sounds, and more available in GameMaker, and what each resource is used for. We then move into the GameMaker Language (GML) and learn programing techniques including how variables are set up and what functions are and how they work. You'll understand how to manipulate GameMaker resources using GML. Following this, you will then make your very first GameMaker game using a combination of resources and programing techniques, and learn ho ...
GameMaker: Studio is a great game engine that can be used to publish games to a variety of platforms. It is one of the most versatile game creation tools for professional and beginner game developers alike. Starting with the basics of learning how to install GameMaker, this book will take you all the way through to publishing your games online. Compiled with detailed instructions and images, this book starts by showing you how the GameMaker: Studio interface looks and works. After this, you'll move on to learning about resources such as sprites, paths, sounds, and more available in GameMaker, and what each resource is used for. We then move into the GameMaker Language (GML) and learn programing techniques including how variables are set up and what functions are and how they work. You'll understand how to manipulate GameMaker resources using GML. Following this, you will then make your very first GameMaker game using a combination of resources and programing techniques, and learn ho ...
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. ...
Learning Apache Mahout
In the past few years the generation of data and our capability to store and process it has grown exponentially. There is a need for scalable analytics frameworks and people with the right skills to get the information needed from this Big Data. Apache Mahout is one of the first and most prominent Big Data machine learning platforms. It implements machine learning algorithms on top of distributed processing platforms such as Hadoop and Spark. Starting with the basics of Mahout and machine learning, you will explore prominent algorithms and their implementation in Mahout development. You will learn about Mahout building blocks, addressing feature extraction, reduction and the curse of dimensionality, delving into classification use cases with the random forest and Naïve Bayes classifier and item and user-based recommendation. You will then work with clustering Mahout using the K-means algorithm and implement Mahout without MapReduce. Finish with a flourish by exploring end-to-end us ...
In the past few years the generation of data and our capability to store and process it has grown exponentially. There is a need for scalable analytics frameworks and people with the right skills to get the information needed from this Big Data. Apache Mahout is one of the first and most prominent Big Data machine learning platforms. It implements machine learning algorithms on top of distributed processing platforms such as Hadoop and Spark. Starting with the basics of Mahout and machine learning, you will explore prominent algorithms and their implementation in Mahout development. You will learn about Mahout building blocks, addressing feature extraction, reduction and the curse of dimensionality, delving into classification use cases with the random forest and Naïve Bayes classifier and item and user-based recommendation. You will then work with clustering Mahout using the K-means algorithm and implement Mahout without MapReduce. Finish with a flourish by exploring end-to-end us ...
Learning Chef
Chef automation helps to transform infrastructure into simple code. This means that building, rebuilding, configuration, and scaling to meet your customer's needs is possible in just a few minutes in a real-time environment. This book begins with the conceptual architecture of Chef, walking you through detailed descriptions of every Chef element. You will learn the procedure to set up your workstation and how to create a Cookbook in a hosted Chef environment. Private Chef Server setup is covered in depth, with information on the necessity of on-premise Private Chef deployment, benefits, and installation and configuration procedures for the different types of Private Chef servers including standalone, tiered, and high-availability. ...
Chef automation helps to transform infrastructure into simple code. This means that building, rebuilding, configuration, and scaling to meet your customer's needs is possible in just a few minutes in a real-time environment. This book begins with the conceptual architecture of Chef, walking you through detailed descriptions of every Chef element. You will learn the procedure to set up your workstation and how to create a Cookbook in a hosted Chef environment. Private Chef Server setup is covered in depth, with information on the necessity of on-premise Private Chef deployment, benefits, and installation and configuration procedures for the different types of Private Chef servers including standalone, tiered, and high-availability. ...
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 ...