Packt Publishing
Python Data Analysis
Dive deeper into data analysis with the flexibility of Python and learn how its extensive range of scientific and mathematical libraries can be used to solve some of the toughest challenges in data analysis. Build your confidence and expertise and develop valuable skills in high demand in a world driven by Big Data with this expert data analysis book. This data science tutorial will help you learn how to effectively retrieve, clean, manipulate, and visualize data and establish a successful data analysis workflow. Apply the impressive functionality of Python's data mining tools and scientific and numerical libraries to a range of the most important tasks within data analysis and data science, and develop strategies and ideas to take control your own data analysis projects. Get to grips with statistical analysis using NumPy and SciPy, visualize data with Matplotlib, and uncover sophisticated insights through predictive analytics and machine learning with SciKit-Learn. You will also le ...
Dive deeper into data analysis with the flexibility of Python and learn how its extensive range of scientific and mathematical libraries can be used to solve some of the toughest challenges in data analysis. Build your confidence and expertise and develop valuable skills in high demand in a world driven by Big Data with this expert data analysis book. This data science tutorial will help you learn how to effectively retrieve, clean, manipulate, and visualize data and establish a successful data analysis workflow. Apply the impressive functionality of Python's data mining tools and scientific and numerical libraries to a range of the most important tasks within data analysis and data science, and develop strategies and ideas to take control your own data analysis projects. Get to grips with statistical analysis using NumPy and SciPy, visualize data with Matplotlib, and uncover sophisticated insights through predictive analytics and machine learning with SciKit-Learn. You will also le ...
Apache Mesos Essentials
Apache Mesos is a cluster manager that provides efficient resource isolation and sharing across distributed applications, or frameworks. It allows developers to concurrently run the likes of Hadoop, Spark, Storm, and other applications on a dynamically shared pool of nodes. With Mesos, you have the power to manage a wide range of resources in a multi-tenant environment. Starting with the basics, this book will give you an insight into all the features that Mesos has to offer. You will first learn how to set up Mesos in various environments from data centers to the cloud. You will then learn how to implement self-managed Platform as a Service environment with Mesos using various service schedulers, such as Chronos, Aurora, and Marathon. You will then delve into the depths of Mesos fundamentals and learn how to build distributed applications using Mesos primitives. ...
Apache Mesos is a cluster manager that provides efficient resource isolation and sharing across distributed applications, or frameworks. It allows developers to concurrently run the likes of Hadoop, Spark, Storm, and other applications on a dynamically shared pool of nodes. With Mesos, you have the power to manage a wide range of resources in a multi-tenant environment. Starting with the basics, this book will give you an insight into all the features that Mesos has to offer. You will first learn how to set up Mesos in various environments from data centers to the cloud. You will then learn how to implement self-managed Platform as a Service environment with Mesos using various service schedulers, such as Chronos, Aurora, and Marathon. You will then delve into the depths of Mesos fundamentals and learn how to build distributed applications using Mesos primitives. ...
ggplot2 Essentials
ggplot2 is one of the most sophisticated and advanced packages of R and its use is constantly growing in the community of R programmers. This book is the perfect starting point for your journey in learning about one of the most refined and widely used plotting tools—ggplot2. You will start by taking a tour of the most relevant packages available in R to create plots, such as graphics, lattice, and ggplot2. Following this, you will take a deep dive into the concepts of ggplot2 by covering different kinds of plots that will help you gear up for your first hands-on project. After this first taste of the capabilities of ggplot2, you will explore in detail the visualization approach implemented in this package, the so-called grammar of graphics, providing you with the basics to understand the backstage concepts in the plotting functions. Finally, you will take a look at some specialized and sophisticated applications of ggplot2, such as how to realize a complex scatterplot matrix, heat ...
ggplot2 is one of the most sophisticated and advanced packages of R and its use is constantly growing in the community of R programmers. This book is the perfect starting point for your journey in learning about one of the most refined and widely used plotting tools—ggplot2. You will start by taking a tour of the most relevant packages available in R to create plots, such as graphics, lattice, and ggplot2. Following this, you will take a deep dive into the concepts of ggplot2 by covering different kinds of plots that will help you gear up for your first hands-on project. After this first taste of the capabilities of ggplot2, you will explore in detail the visualization approach implemented in this package, the so-called grammar of graphics, providing you with the basics to understand the backstage concepts in the plotting functions. Finally, you will take a look at some specialized and sophisticated applications of ggplot2, such as how to realize a complex scatterplot matrix, heat ...
WildFly Cookbook
With the increasing demand for distributed systems for Java applications, WildFly offers a robust platform on which to deploy and manage your services. As a matter of fact, WildFly 9 is a fully certified Java EE 7 platform and provides remote management tools, such as the redesigned Admin Console and the new and powerful Command Line Interface (CLI). With practical and accessible material, you will begin by learning to set up your WildFly runtime environment, and progress to selecting appropriate operational models, managing subsystems, and conquering the CLI. You will then walk through the different balancing and clustering techniques, simultaneously learning about role-based access control and then developing applications targeting WildFly and Docker. ...
With the increasing demand for distributed systems for Java applications, WildFly offers a robust platform on which to deploy and manage your services. As a matter of fact, WildFly 9 is a fully certified Java EE 7 platform and provides remote management tools, such as the redesigned Admin Console and the new and powerful Command Line Interface (CLI). With practical and accessible material, you will begin by learning to set up your WildFly runtime environment, and progress to selecting appropriate operational models, managing subsystems, and conquering the CLI. You will then walk through the different balancing and clustering techniques, simultaneously learning about role-based access control and then developing applications targeting WildFly and Docker. ...
SFML Blueprints
SFML is a cross-platform software development library written in C++ with bindings available for many programming languages. This book contains useful information that you'll need to create any kind of 2D games. Starting with the basics of game programming, resource management, and building simple 2D games, you'll then delve into more complex features such as the physics engine, constructing a game UI, and more advanced concepts of 2D gaming using SFML. You'll develop advanced functionality in your game using the concept of multithreading and learn how various threads interact. In later chapters, you'll quickly grasp the usage and implementation of isometric views and image transformation in your 2D real time tower defense game. You'll wrap up by adding networking and database management systems to your game with SQLite using an ORM. ...
SFML is a cross-platform software development library written in C++ with bindings available for many programming languages. This book contains useful information that you'll need to create any kind of 2D games. Starting with the basics of game programming, resource management, and building simple 2D games, you'll then delve into more complex features such as the physics engine, constructing a game UI, and more advanced concepts of 2D gaming using SFML. You'll develop advanced functionality in your game using the concept of multithreading and learn how various threads interact. In later chapters, you'll quickly grasp the usage and implementation of isometric views and image transformation in your 2D real time tower defense game. You'll wrap up by adding networking and database management systems to your game with SQLite using an ORM. ...
Learning NumPy Array
NumPy is an extension of Python, which provides highly optimized arrays and numerical operations. NumPy replaces a lot of the functionality of Matlab and Mathematica specifically vectorized operations, but in contrast to those products is free and open source. In today's world of science and technology, it is all about speed and flexibility. This book will teach you about NumPy, a leading scientific computing library. This book enables you to write readable, efficient, and fast code, which is closely associated to the language of mathematics. Save thousands of dollars on expensive software, while keeping all the flexibility and power of your favorite programming language. You will learn about installing and using NumPy and related concepts. At the end of the book we will explore related scientific computing projects. This book will give you a solid foundation in NumPy arrays and universal functions. Learning NumPy Array will help you be productive with NumPy and write clean and f ...
NumPy is an extension of Python, which provides highly optimized arrays and numerical operations. NumPy replaces a lot of the functionality of Matlab and Mathematica specifically vectorized operations, but in contrast to those products is free and open source. In today's world of science and technology, it is all about speed and flexibility. This book will teach you about NumPy, a leading scientific computing library. This book enables you to write readable, efficient, and fast code, which is closely associated to the language of mathematics. Save thousands of dollars on expensive software, while keeping all the flexibility and power of your favorite programming language. You will learn about installing and using NumPy and related concepts. At the end of the book we will explore related scientific computing projects. This book will give you a solid foundation in NumPy arrays and universal functions. Learning NumPy Array will help you be productive with NumPy and write clean and f ...
Laravel 5 Essentials
Laravel has established itself as one of the most popular PHP frameworks over the past couple of years. Its popularity comes due to its ease of use, expressive syntax, and the number of components it has, allowing you to achieve practically any task in a modern PHP application. If you've not had the opportunity to dive into Laravel yet, then this book will be the perfect companion, as it covers the fundamentals Laravel is built on in a thorough yet easy-to-follow manner. To make this book your best learning source, we have covered integral topics such as preparing an environment for working with Laravel applications, creating your first Laravel application from start to finish, a tour of Laravel's ORM Eloquent, and more advanced topics such as testing, user authentication, and security. Being one of the most interesting features in Laravel, we also cover an overview of Artisan, including descriptions of some of its tasks. Post this, we talk about testing and security. By the end of ...
Laravel has established itself as one of the most popular PHP frameworks over the past couple of years. Its popularity comes due to its ease of use, expressive syntax, and the number of components it has, allowing you to achieve practically any task in a modern PHP application. If you've not had the opportunity to dive into Laravel yet, then this book will be the perfect companion, as it covers the fundamentals Laravel is built on in a thorough yet easy-to-follow manner. To make this book your best learning source, we have covered integral topics such as preparing an environment for working with Laravel applications, creating your first Laravel application from start to finish, a tour of Laravel's ORM Eloquent, and more advanced topics such as testing, user authentication, and security. Being one of the most interesting features in Laravel, we also cover an overview of Artisan, including descriptions of some of its tasks. Post this, we talk about testing and security. By the end of ...
Moodle Administration Essentials
This book begins with a brief look at Moodle's background and an examination of its architectural structure and LAMP architecture. You'll learn to create user accounts and understand the methods of authentication based on manual accounts and e-mail-based self-registrations. You'll then develop the Moodle site structure and course set up, and discover how to edit it through a sample faculty site. Next, you'll configure two of the standard themes in Moodle and apply them to organizational branding. You'll also explore how plugins are configured and installed, and learn about backing up, resetting, and restoring Moodle courses. Finally, you'll learn Moodle's security options, along with performance testing, and how to use the built-in Moodle performance testing script. ...
This book begins with a brief look at Moodle's background and an examination of its architectural structure and LAMP architecture. You'll learn to create user accounts and understand the methods of authentication based on manual accounts and e-mail-based self-registrations. You'll then develop the Moodle site structure and course set up, and discover how to edit it through a sample faculty site. Next, you'll configure two of the standard themes in Moodle and apply them to organizational branding. You'll also explore how plugins are configured and installed, and learn about backing up, resetting, and restoring Moodle courses. Finally, you'll learn Moodle's security options, along with performance testing, and how to use the built-in Moodle performance testing script. ...
Intel Galileo Blueprints
The Intel Galileo board was designed to add the power of an Intel processor to the simplicity of the Arduino platform. Intel Galileo gives you the freedom to create a wide range of DIY projects. Intel Galileo Blueprints will be a detailed guide that covers several projects based on the Intel Galileo board, exploiting the full potential of the board. You will first go through how to set up the development environment for the Galileo board. Next, you will connect different kinds of sensors to the Galileo board, and learn how to use the SD card reader of the board. You will then connect actuators to the Galileo board, like a relay and a servomotor, and write simple software to control these components. Later, you will access the Galileo board remotely in order to monitor the measurements done by the board and send the measured data to a Twitter feed at regular intervals. Finally, you will move on to more advanced topics, such as building a complete home automation system, building a mo ...
The Intel Galileo board was designed to add the power of an Intel processor to the simplicity of the Arduino platform. Intel Galileo gives you the freedom to create a wide range of DIY projects. Intel Galileo Blueprints will be a detailed guide that covers several projects based on the Intel Galileo board, exploiting the full potential of the board. You will first go through how to set up the development environment for the Galileo board. Next, you will connect different kinds of sensors to the Galileo board, and learn how to use the SD card reader of the board. You will then connect actuators to the Galileo board, like a relay and a servomotor, and write simple software to control these components. Later, you will access the Galileo board remotely in order to monitor the measurements done by the board and send the measured data to a Twitter feed at regular intervals. Finally, you will move on to more advanced topics, such as building a complete home automation system, building a mo ...
Microsoft Azure IaaS Essentials
With the increasing interest in cloud computing and the growth in Infrastructure as a Service (IaaS), Microsoft Azure is the leading player in cloud-based solutions. You will learn how to create both a Windows and Linux virtual machine, and how to go about connecting and working with these machines in the cloud. You will understand the requirements that allow you to expand your on-premises network to the cloud. You will discover how to connect, manage, and monitor your virtual machines in the cloud. Moving forward, you will learn how to configure your virtual machine to ensure it continues to function in the event of a disaster. With plenty of screenshots offering a play-by-play account of how to build your cloud-based infrastructure, Microsoft Azure IaaS Essentials will ensure your success with this cutting-edge, cloud-based technology. ...
With the increasing interest in cloud computing and the growth in Infrastructure as a Service (IaaS), Microsoft Azure is the leading player in cloud-based solutions. You will learn how to create both a Windows and Linux virtual machine, and how to go about connecting and working with these machines in the cloud. You will understand the requirements that allow you to expand your on-premises network to the cloud. You will discover how to connect, manage, and monitor your virtual machines in the cloud. Moving forward, you will learn how to configure your virtual machine to ensure it continues to function in the event of a disaster. With plenty of screenshots offering a play-by-play account of how to build your cloud-based infrastructure, Microsoft Azure IaaS Essentials will ensure your success with this cutting-edge, cloud-based technology. ...
Mastering OpenStack
This comprehensive guide will help you to choose the right practical option and make strategic decisions about the OpenStack cloud environment to fit your infrastructure in production. At the start, this book will explain the OpenStack core architecture. You will soon be shown how to create your own OpenStack private cloud. Next, you will move on to cover the key security layer and network troubleshooting skills, along with some advanced networking features. Finally, you will gain experience of centralizing and logging OpenStack. The book will show you how to carry out performance tuning based on OpenStack service logs. By the end of this book, you will be ready to take steps to deploy and manage an OpenStack cloud with the latest open source technologies. ...
This comprehensive guide will help you to choose the right practical option and make strategic decisions about the OpenStack cloud environment to fit your infrastructure in production. At the start, this book will explain the OpenStack core architecture. You will soon be shown how to create your own OpenStack private cloud. Next, you will move on to cover the key security layer and network troubleshooting skills, along with some advanced networking features. Finally, you will gain experience of centralizing and logging OpenStack. The book will show you how to carry out performance tuning based on OpenStack service logs. By the end of this book, you will be ready to take steps to deploy and manage an OpenStack cloud with the latest open source technologies. ...