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 ...
Windows Software Compatibility and Hardware Troubleshooting
As companies keep their existing hardware and operating systems for more years than ever before, the need to diagnose and repair problems is becoming ever more important for IT Pros and system administrators. Whatever version of Windows you're using (including Windows 10) you'll likely need to maintain compatibility with older software that the company must use for mission-critical operations, or older hardware that's required for specific purposes, but you don't want to sacrifice security for the sake of compatibility. In this briefbook you'll learn how to maintain optimal compatibility with the older software and devices that you need to use. The authors are well-versed in training in classrooms and video, with Andrew Bettany running the IT Academy at the University of York, and IT Masterclasses and Mike Halsey being a teacher, tech-book author, and having produced many tutorial videos under the brand PC Support.tv. ...
As companies keep their existing hardware and operating systems for more years than ever before, the need to diagnose and repair problems is becoming ever more important for IT Pros and system administrators. Whatever version of Windows you're using (including Windows 10) you'll likely need to maintain compatibility with older software that the company must use for mission-critical operations, or older hardware that's required for specific purposes, but you don't want to sacrifice security for the sake of compatibility. In this briefbook you'll learn how to maintain optimal compatibility with the older software and devices that you need to use. The authors are well-versed in training in classrooms and video, with Andrew Bettany running the IT Academy at the University of York, and IT Masterclasses and Mike Halsey being a teacher, tech-book author, and having produced many tutorial videos under the brand PC Support.tv. ...
Testing with JUnit
JUnit has matured to become the most important tool when it comes to automated developer tests in Java. Supported by all IDEs and build systems, it empowers programmers to deliver software features reliably and efficiently. However, writing good unit tests is a skill that needs to be learned; otherwise it's all too easy to end up in gridlocked development due to messed up production and testing code. Acquiring the best practices for unit testing will help you to prevent such problems and lead your projects to success with respect to quality and costs. This book explains JUnit concepts and best practices applied to the test first approach, a foundation for high quality Java components delivered in time and budget. From the beginning you'll be guided continuously through a practically relevant example and pick up background knowledge and development techniques step by step. Starting with the basics of tests organization you'll soon comprehend the necessity of well structured tests ...
JUnit has matured to become the most important tool when it comes to automated developer tests in Java. Supported by all IDEs and build systems, it empowers programmers to deliver software features reliably and efficiently. However, writing good unit tests is a skill that needs to be learned; otherwise it's all too easy to end up in gridlocked development due to messed up production and testing code. Acquiring the best practices for unit testing will help you to prevent such problems and lead your projects to success with respect to quality and costs. This book explains JUnit concepts and best practices applied to the test first approach, a foundation for high quality Java components delivered in time and budget. From the beginning you'll be guided continuously through a practically relevant example and pick up background knowledge and development techniques step by step. Starting with the basics of tests organization you'll soon comprehend the necessity of well structured tests ...
Instant Audio Processing with Web Audio
Web Audio is an upcoming industry standard for web audio processing. Using the API, developers today can develop web games and applications with real-time audio effects to rival their desktop counterparts. Instant Audio Processing with Web Audio is your hands-on guide to the Web Audio API. Using clear, step-by-step exercises, this book explores the API and how to apply it to produce real-time audio effects such as audio stitching, audio ducking, and audio equalization. This book is an in-depth study of the Web Audio API. Through a series of practical, step-by-step exercises, this book will guide you through the basics of playing audio all the way to the task of building a 5-band audio equalizer. ...
Web Audio is an upcoming industry standard for web audio processing. Using the API, developers today can develop web games and applications with real-time audio effects to rival their desktop counterparts. Instant Audio Processing with Web Audio is your hands-on guide to the Web Audio API. Using clear, step-by-step exercises, this book explores the API and how to apply it to produce real-time audio effects such as audio stitching, audio ducking, and audio equalization. This book is an in-depth study of the Web Audio API. Through a series of practical, step-by-step exercises, this book will guide you through the basics of playing audio all the way to the task of building a 5-band audio equalizer. ...
Chef Infrastructure Automation Cookbook, 2nd Edition
Chef is a configuration management tool that lets you automate your more cumbersome IT infrastructure processes and control a large network of computers (and virtual machines) from one master server, making for a smoother network without the usual hassle. Are you a system engineer or administrator who has a fundamental understanding of information management systems and infrastructures? Maybe you've already previously played around with Chef? Either way this book has everything you need to get the most out of every aspect of Chef. With over 80 recipes on every possible topic this title takes you through covering the various artifacts of Chef and explains the techniques of building full-fledged real-world solutions. ...
Chef is a configuration management tool that lets you automate your more cumbersome IT infrastructure processes and control a large network of computers (and virtual machines) from one master server, making for a smoother network without the usual hassle. Are you a system engineer or administrator who has a fundamental understanding of information management systems and infrastructures? Maybe you've already previously played around with Chef? Either way this book has everything you need to get the most out of every aspect of Chef. With over 80 recipes on every possible topic this title takes you through covering the various artifacts of Chef and explains the techniques of building full-fledged real-world solutions. ...
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. ...
NumPy, 3rd Edition
In today's world of science and technology, it's all about speed and flexibility. When it comes to scientific computing, NumPy tops the list. NumPy will give you both speed and high productivity. This book will walk you through NumPy with clear, step-by-step examples and just the right amount of theory. The book focuses on the fundamentals of NumPy, including array objects, functions, and matrices, each of them explained with practical examples. You will then learn about different NumPy modules while performing mathematical operations such as calculating the Fourier transform, finding the inverse of a matrix, and determining eigenvalues, among many others. This book is a one-stop solution to knowing the ins and outs of the vast NumPy library, empowering you to use its wide range of mathematical features to build efficient, high-speed programs. ...
In today's world of science and technology, it's all about speed and flexibility. When it comes to scientific computing, NumPy tops the list. NumPy will give you both speed and high productivity. This book will walk you through NumPy with clear, step-by-step examples and just the right amount of theory. The book focuses on the fundamentals of NumPy, including array objects, functions, and matrices, each of them explained with practical examples. You will then learn about different NumPy modules while performing mathematical operations such as calculating the Fourier transform, finding the inverse of a matrix, and determining eigenvalues, among many others. This book is a one-stop solution to knowing the ins and outs of the vast NumPy library, empowering you to use its wide range of mathematical features to build efficient, high-speed programs. ...
Gephi Cookbook
Gephi is an open source, user-friendly network visualization and analysis tool that provides numerous powerful features, making it easy for novices to get to grips with graph analysis quickly. This book is your one-stop guide to learning Gephi's interactive networking and visualization, alongside the graph theory concepts that drive them. Each recipe walks you through a task and explains why and how it works. Starting with installing Gephi, you will learn how to begin analyzing a graph using Gephi's various features. You will discover how to make informed decisions using layout algorithms and filters, and perform statistical analysis with real-world datasets. This guide is an invaluable resource if you would like to plunge into the network analysis domain without having to learn how to code. ...
Gephi is an open source, user-friendly network visualization and analysis tool that provides numerous powerful features, making it easy for novices to get to grips with graph analysis quickly. This book is your one-stop guide to learning Gephi's interactive networking and visualization, alongside the graph theory concepts that drive them. Each recipe walks you through a task and explains why and how it works. Starting with installing Gephi, you will learn how to begin analyzing a graph using Gephi's various features. You will discover how to make informed decisions using layout algorithms and filters, and perform statistical analysis with real-world datasets. This guide is an invaluable resource if you would like to plunge into the network analysis domain without having to learn how to code. ...
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. ...