Python Data Analytics
Python Data Analytics will help you tackle the world of data acquisition and analysis using the power of the Python language. At the heart of this book lies the coverage of pandas, an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. Author Fabio Nelli expertly shows the strength of the Python programming language when applied to processing, managing and retrieving information. Inside, you will see how intuitive and flexible it is to discover and communicate meaningful patterns of data using Python scripts, reporting systems, and data export. This book examines how to go about obtaining, processing, storing, managing and analyzing data using the Python programming language. You will use Python and other open source tools to wrangle data and tease out interesting and important trends in that data that will allow you to predict future patterns. Whether you are dealing with sales dat ...
Python Data Analytics will help you tackle the world of data acquisition and analysis using the power of the Python language. At the heart of this book lies the coverage of pandas, an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. Author Fabio Nelli expertly shows the strength of the Python programming language when applied to processing, managing and retrieving information. Inside, you will see how intuitive and flexible it is to discover and communicate meaningful patterns of data using Python scripts, reporting systems, and data export. This book examines how to go about obtaining, processing, storing, managing and analyzing data using the Python programming language. You will use Python and other open source tools to wrangle data and tease out interesting and important trends in that data that will allow you to predict future patterns. Whether you are dealing with sales dat ...
Liferay 6.x Portal Enterprise Intranets Cookbook
Packed with easy-to-follow recipes, this practical guide will show you how to unleash the full power of the Liferay Portal. Starting with performing a basic installation and running Liferay, the book will take you all the way through to building intranet structures, managing users, setting permissions, defining workflows, and creating sites that will act as the main communication tool for employees in your company. Furthermore, many recipes will show ready-to-use solutions from real-world case studies. At the end of the book, we will show you how to optimize Liferay's performance and how to use its advanced built-in tools. After reading this book you will be ready to install, run, and use Liferay as a powerful intranet solution. ...
Packed with easy-to-follow recipes, this practical guide will show you how to unleash the full power of the Liferay Portal. Starting with performing a basic installation and running Liferay, the book will take you all the way through to building intranet structures, managing users, setting permissions, defining workflows, and creating sites that will act as the main communication tool for employees in your company. Furthermore, many recipes will show ready-to-use solutions from real-world case studies. At the end of the book, we will show you how to optimize Liferay's performance and how to use its advanced built-in tools. After reading this book you will be ready to install, run, and use Liferay as a powerful intranet solution. ...
Moodle E-Learning Course Development, 3rd Edition
Moodle is the leading open source e-learning management system. Using Moodle, teachers and professors can easily construct richly-textured web-based courses. A course can consist of a number of lessons, with each lesson including reading materials; activities such as quizzes, tests, surveys, and projects; and social elements that encourage interaction and group work between students. Packed with clear step-by-step instructions, plenty of screenshots, and thorough explanations, this book guides you through the many features and options that you have to choose from when using Moodle 2.8. Throughout this book, you will follow an example course that will help you to explore the sort of decisions, design considerations, and thought processes that goes into developing a successful course. ...
Moodle is the leading open source e-learning management system. Using Moodle, teachers and professors can easily construct richly-textured web-based courses. A course can consist of a number of lessons, with each lesson including reading materials; activities such as quizzes, tests, surveys, and projects; and social elements that encourage interaction and group work between students. Packed with clear step-by-step instructions, plenty of screenshots, and thorough explanations, this book guides you through the many features and options that you have to choose from when using Moodle 2.8. Throughout this book, you will follow an example course that will help you to explore the sort of decisions, design considerations, and thought processes that goes into developing a successful course. ...
Splunk Developer's Guide
This book will equip you with all the necessary information to make the jump from a regular Splunk user to an efficient Splunk application developer. It will give you an overview of Splunk applications and covers the underpinnings of the structure and configurations that are contained within a Splunk application. You will learn about the design fundamentals of a Splunk application, create a directory structure for your application, and set view permissions. You will also see how to enhance your application using event types, tags, and macros. By the end of this book, you'll have learned how to implement advanced data input and visualizations, and how to package and publish applications ready to deliver meaningful insights so you make better design decisions for your business. ...
This book will equip you with all the necessary information to make the jump from a regular Splunk user to an efficient Splunk application developer. It will give you an overview of Splunk applications and covers the underpinnings of the structure and configurations that are contained within a Splunk application. You will learn about the design fundamentals of a Splunk application, create a directory structure for your application, and set view permissions. You will also see how to enhance your application using event types, tags, and macros. By the end of this book, you'll have learned how to implement advanced data input and visualizations, and how to package and publish applications ready to deliver meaningful insights so you make better design decisions for your business. ...
OpenCV 3.0 Computer Vision with Java
OpenCV 3.0 Computer Vision with Java is a practical tutorial guide that explains fundamental tasks from computer vision while focusing on Java development. This book will teach you how to set up OpenCV for Java and handle matrices using the basic operations of image processing such as filtering and image transforms. It will also help you learn how to use Haar cascades for tracking faces and to detect foreground and background regions with the help of a Kinect device. It will even give you insights into server-side OpenCV. Each chapter is presented with several projects that are ready to use. The functionality of these projects is found in many classes that allow developers to understand computer vision principles and rapidly extend or customize the projects for their needs. ...
OpenCV 3.0 Computer Vision with Java is a practical tutorial guide that explains fundamental tasks from computer vision while focusing on Java development. This book will teach you how to set up OpenCV for Java and handle matrices using the basic operations of image processing such as filtering and image transforms. It will also help you learn how to use Haar cascades for tracking faces and to detect foreground and background regions with the help of a Kinect device. It will even give you insights into server-side OpenCV. Each chapter is presented with several projects that are ready to use. The functionality of these projects is found in many classes that allow developers to understand computer vision principles and rapidly extend or customize the projects for their needs. ...
Derivatives Analytics with Python
Derivatives Analytics with Python shows you how to implement market-consistent valuation and hedging approaches using advanced financial models, efficient numerical techniques, and the powerful capabilities of the Python programming language. This unique guide offers detailed explanations of all theory, methods, and processes, giving you the background and tools necessary to value stock index options from a sound foundation. You'll find and use self-contained Python scripts and modules and learn how to apply Python to advanced data and derivatives analytics as you benefit from the 5,000+ lines of code that are provided to help you reproduce the results and graphics presented. Coverage includes market data analysis, risk-neutral valuation, Monte Carlo simulation, model calibration, valuation, and dynamic hedging, with models that exhibit stochastic volatility, jump components, stochastic short rates, and more. The companion website features all code and IPython Notebooks for immediate e ...
Derivatives Analytics with Python shows you how to implement market-consistent valuation and hedging approaches using advanced financial models, efficient numerical techniques, and the powerful capabilities of the Python programming language. This unique guide offers detailed explanations of all theory, methods, and processes, giving you the background and tools necessary to value stock index options from a sound foundation. You'll find and use self-contained Python scripts and modules and learn how to apply Python to advanced data and derivatives analytics as you benefit from the 5,000+ lines of code that are provided to help you reproduce the results and graphics presented. Coverage includes market data analysis, risk-neutral valuation, Monte Carlo simulation, model calibration, valuation, and dynamic hedging, with models that exhibit stochastic volatility, jump components, stochastic short rates, and more. The companion website features all code and IPython Notebooks for immediate e ...
Linux Bible, 9th Edition
Linux Bible, 9th Edition is the ultimate hands-on Linux user guide, whether you're a true beginner or a more advanced user navigating recent changes. This updated ninth edition covers the latest versions of Red Hat Enterprise Linux 7 (RHEL 7), Fedora 21, and Ubuntu 14.04 LTS, and includes new information on cloud computing and development with guidance on Openstack and Cloudforms. With a focus on RHEL 7, this practical guide gets you up to speed quickly on the new enhancements for enterprise-quality file systems, the new boot process and services management, firewalld, and the GNOME 3 desktop. Written by a Red Hat expert, this book provides the clear explanations and step-by-step instructions that demystify Linux and bring the new features seamlessly into your workflow. This useful guide assumes a base of little or no Linux knowledge, and takes you step by step through what you need to know to get the job done. ...
Linux Bible, 9th Edition is the ultimate hands-on Linux user guide, whether you're a true beginner or a more advanced user navigating recent changes. This updated ninth edition covers the latest versions of Red Hat Enterprise Linux 7 (RHEL 7), Fedora 21, and Ubuntu 14.04 LTS, and includes new information on cloud computing and development with guidance on Openstack and Cloudforms. With a focus on RHEL 7, this practical guide gets you up to speed quickly on the new enhancements for enterprise-quality file systems, the new boot process and services management, firewalld, and the GNOME 3 desktop. Written by a Red Hat expert, this book provides the clear explanations and step-by-step instructions that demystify Linux and bring the new features seamlessly into your workflow. This useful guide assumes a base of little or no Linux knowledge, and takes you step by step through what you need to know to get the job done. ...
Learning Laravel's Eloquent
Learning Laravel's Eloquent starts off by taking you through setting up your first project and guiding you in creating a perfect Laravel environment. You will learn how to build the right database structure with the Migrations system and the Schema Builder class. Next, you will be introduced to the main element of Eloquent: the model. After treating the model as a single, isolated entity, you will learn how to create relations between them. You will be taken through organizing, filtering, and sorting your data with collections. You will then learn to enhance an application with new features using events and by creating new observers. Towards the end of the book, you will discover how to install, configure, and use the Eloquent ORM without Laravel. The book concludes by walking you through how to deal with complex problems and build advanced and flexible systems. ...
Learning Laravel's Eloquent starts off by taking you through setting up your first project and guiding you in creating a perfect Laravel environment. You will learn how to build the right database structure with the Migrations system and the Schema Builder class. Next, you will be introduced to the main element of Eloquent: the model. After treating the model as a single, isolated entity, you will learn how to create relations between them. You will be taken through organizing, filtering, and sorting your data with collections. You will then learn to enhance an application with new features using events and by creating new observers. Towards the end of the book, you will discover how to install, configure, and use the Eloquent ORM without Laravel. The book concludes by walking you through how to deal with complex problems and build advanced and flexible systems. ...
Ansible Configuration Management, 2nd Edition
Ansible is an open source software platform for configuring and managing computers. It provides a clear and concise way to manage the configuration of your Linux infrastructure. This book is a step-by-step guide that provides you with the knowledge you require to effectively manage your systems in a simple, quick, and maintainable way, with real-world examples. You will begin by learning the basics of Ansible and then move on to exploring more advanced topics. You will then learn the basic and complex operations of playbooks and interact with modules to manage Windows machines and deploy them. You will also get acquainted with Ansible's more advanced features such as serially updating machines, delegating tasks to other machines, advanced uses of variables, looping and conditions, copying whole directories, and using filters to process variables. Towards the end of the book, you will learn how to increase the functionality of Ansible itself by writing your own modules and plugins. ...
Ansible is an open source software platform for configuring and managing computers. It provides a clear and concise way to manage the configuration of your Linux infrastructure. This book is a step-by-step guide that provides you with the knowledge you require to effectively manage your systems in a simple, quick, and maintainable way, with real-world examples. You will begin by learning the basics of Ansible and then move on to exploring more advanced topics. You will then learn the basic and complex operations of playbooks and interact with modules to manage Windows machines and deploy them. You will also get acquainted with Ansible's more advanced features such as serially updating machines, delegating tasks to other machines, advanced uses of variables, looping and conditions, copying whole directories, and using filters to process variables. Towards the end of the book, you will learn how to increase the functionality of Ansible itself by writing your own modules and plugins. ...
How to Implement Market Models Using VBA
How to Implement Market Models Using VBA makes solving complex valuation issues accessible to any financial professional with a taste for mathematics. With a focus on the clarity of code, this practical introductory guide includes chapters on VBA fundamentals and essential mathematical techniques, helping readers master the numerical methods to build an algorithm that can be used in a wide range of pricing problems. Coverage includes general algorithms, vanilla instruments, multi-asset instruments, yield curve models, interest rate exotics, and more, guiding readers thoroughly through pricing in the capital markets area. The companion website (http://implementmodinvba.com/) features additional VBA code and algorithmic techniques, and the interactive blog provides a forum for discussion of code with programmers and financial engineers, giving readers insight into the different applications and customisations possible for even more advanced problem solving. ...
How to Implement Market Models Using VBA makes solving complex valuation issues accessible to any financial professional with a taste for mathematics. With a focus on the clarity of code, this practical introductory guide includes chapters on VBA fundamentals and essential mathematical techniques, helping readers master the numerical methods to build an algorithm that can be used in a wide range of pricing problems. Coverage includes general algorithms, vanilla instruments, multi-asset instruments, yield curve models, interest rate exotics, and more, guiding readers thoroughly through pricing in the capital markets area. The companion website (http://implementmodinvba.com/) features additional VBA code and algorithmic techniques, and the interactive blog provides a forum for discussion of code with programmers and financial engineers, giving readers insight into the different applications and customisations possible for even more advanced problem solving. ...