Packt Publishing
Learning Python Data Visualization
The best applications use data and present it in a meaningful, easy-to-understand way. Packed with sample code and tutorials, this book will walk you through installing common charts, graphics, and utility libraries for the Python programming language. Firstly you will discover how to install and reference libraries in Visual Studio or Eclipse. We will then go on to build simple graphics and charts that allow you to generate HTML5-ready SVG charts and graphs, along with testing and validating your data sources. We will also cover parsing data from the Web and offline sources, and building a Python charting application using dynamic data. Lastly, we will review other popular tools and frameworks used to create charts and import/export chart data. By the end of this book, you will be able to represent complex sets of data using Python. ...
The best applications use data and present it in a meaningful, easy-to-understand way. Packed with sample code and tutorials, this book will walk you through installing common charts, graphics, and utility libraries for the Python programming language. Firstly you will discover how to install and reference libraries in Visual Studio or Eclipse. We will then go on to build simple graphics and charts that allow you to generate HTML5-ready SVG charts and graphs, along with testing and validating your data sources. We will also cover parsing data from the Web and offline sources, and building a Python charting application using dynamic data. Lastly, we will review other popular tools and frameworks used to create charts and import/export chart data. By the end of this book, you will be able to represent complex sets of data using Python. ...
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. ...
Learning SaltStack
SaltStack is one of the best infrastructure management platforms available. It provides powerful tools for defining and enforcing the state of your infrastructure in a clear, concise way. This book will start with the installation and setup of Salt along with your first commands, and will take you through all the tools you'll need to manage your infrastructure. You'll learn how to use SaltStack's remote execution system to run commands across your whole infrastructure in seconds. Then, with SaltStack's configuration management system, you'll be able to define the state of your infrastructure in a reproducible, stable manner. You'll also learn a number of other tools within SaltStack that will allow you to create an adaptive, reactive, and self-healing infrastructure. Finally, by the end of the book, you'll be able to build a reliable, scalable, secure, high-performance infrastructure and fully utilize the power of cloud computing. ...
SaltStack is one of the best infrastructure management platforms available. It provides powerful tools for defining and enforcing the state of your infrastructure in a clear, concise way. This book will start with the installation and setup of Salt along with your first commands, and will take you through all the tools you'll need to manage your infrastructure. You'll learn how to use SaltStack's remote execution system to run commands across your whole infrastructure in seconds. Then, with SaltStack's configuration management system, you'll be able to define the state of your infrastructure in a reproducible, stable manner. You'll also learn a number of other tools within SaltStack that will allow you to create an adaptive, reactive, and self-healing infrastructure. Finally, by the end of the book, you'll be able to build a reliable, scalable, secure, high-performance infrastructure and fully utilize the power of cloud computing. ...
Learning Ceph
Ceph is an open source, software-defined storage solution, which runs on commodity hardware to provide exabyte-level scalability. It is well known to be a highly reliable storage system that has no single point of failure. This book will give you all the skills you need to plan, deploy, and effectively manage your Ceph cluster, guiding you through an overview of Ceph's technology, architecture, and components. With a step-by-step, tutorial-style explanation of the deployment of each Ceph component, the book will take you through Ceph storage provisioning and integration with OpenStack. You will then discover how to deploy and set up your Ceph cluster, discovering the various components and why we need them. This book takes you from a basic level of knowledge in Ceph to an expert understanding of its most advanced features. ...
Ceph is an open source, software-defined storage solution, which runs on commodity hardware to provide exabyte-level scalability. It is well known to be a highly reliable storage system that has no single point of failure. This book will give you all the skills you need to plan, deploy, and effectively manage your Ceph cluster, guiding you through an overview of Ceph's technology, architecture, and components. With a step-by-step, tutorial-style explanation of the deployment of each Ceph component, the book will take you through Ceph storage provisioning and integration with OpenStack. You will then discover how to deploy and set up your Ceph cluster, discovering the various components and why we need them. This book takes you from a basic level of knowledge in Ceph to an expert understanding of its most advanced features. ...
Mastering Entity Framework
Data access is an integral part of any software application. Entity Framework provides a model-based system that makes data access effortless for developers by freeing you from writing similar data access code for all of your domain models. Mastering Entity Framework provides you with a range of options when developing a data-oriented application. You'll get started by managing the database relationships as Entity relationships and perform domain modeling using Entity Framework. You will then explore how you can reuse data access layer code such as stored procedures and table-valued functions, and perform various typical activities such as validations and error handling. You'll learn how to retrieve data by querying the Entity Data Model and understand how to use LINQ to Entities and Entity SQL to query the Entity Data Model. ...
Data access is an integral part of any software application. Entity Framework provides a model-based system that makes data access effortless for developers by freeing you from writing similar data access code for all of your domain models. Mastering Entity Framework provides you with a range of options when developing a data-oriented application. You'll get started by managing the database relationships as Entity relationships and perform domain modeling using Entity Framework. You will then explore how you can reuse data access layer code such as stored procedures and table-valued functions, and perform various typical activities such as validations and error handling. You'll learn how to retrieve data by querying the Entity Data Model and understand how to use LINQ to Entities and Entity SQL to query the Entity Data Model. ...
SAP BusinessObjects Reporting Cookbook
This book will educate you on the best practices in SAP BusinessObjects reporting and analysis, including how to create enhanced report formatting and synchronize data sources in simple and easy ways. The book starts by introducing a working Web Intelligence environment and its capabilities. Next, it moves on to creating queries, working with the formatting components, and explaining how to work with different types of data presentation such as tables and charts. The book then guides you through the main report functionality such as using filters, sorts, and calculations; merging data; and using formulas. The book also explains how to work with advanced features such as drills and hyperlinks. This book will take you from the most basic level of how to build a query and elementary concepts such as the nature of data to the most advanced and updated reporting and formatting techniques. ...
This book will educate you on the best practices in SAP BusinessObjects reporting and analysis, including how to create enhanced report formatting and synchronize data sources in simple and easy ways. The book starts by introducing a working Web Intelligence environment and its capabilities. Next, it moves on to creating queries, working with the formatting components, and explaining how to work with different types of data presentation such as tables and charts. The book then guides you through the main report functionality such as using filters, sorts, and calculations; merging data; and using formulas. The book also explains how to work with advanced features such as drills and hyperlinks. This book will take you from the most basic level of how to build a query and elementary concepts such as the nature of data to the most advanced and updated reporting and formatting techniques. ...
Learning OpenStack Networking (Neutron)
OpenStack provides a rich API that enables users to architect networks, create virtual machines, and scale their application as they see fit. However, it suffered limited network implementations, providing only basic networking through Linux VLANs and iptables. With the arrival of Neutron, you can achieve so much more with OpenStack. Whether you are new to OpenStack Networking (Neutron) or have experience, this book will provide you with the skills needed to successfully design, create, customize, and maintain the core network foundation of an OpenStack cloud using the Neutron networking API. From start to finish, this tutorial will educate you on the various network features of OpenStack in the Havana release and how they work together. With ample screenshots, examples, and command-line output that provide a consistent experience, this book will give you a foundation from which you can build your very own OpenStack cloud with advanced networking services. ...
OpenStack provides a rich API that enables users to architect networks, create virtual machines, and scale their application as they see fit. However, it suffered limited network implementations, providing only basic networking through Linux VLANs and iptables. With the arrival of Neutron, you can achieve so much more with OpenStack. Whether you are new to OpenStack Networking (Neutron) or have experience, this book will provide you with the skills needed to successfully design, create, customize, and maintain the core network foundation of an OpenStack cloud using the Neutron networking API. From start to finish, this tutorial will educate you on the various network features of OpenStack in the Havana release and how they work together. With ample screenshots, examples, and command-line output that provide a consistent experience, this book will give you a foundation from which you can build your very own OpenStack cloud with advanced networking services. ...
IntelliJ IDEA Essentials
Starting with a walkthrough of the main workspace, you will get up and running with IDEA from the word go. You will learn how to exploit IDEA's software development tools and use the various product features such as source code control, the debugger, and the many code generation tools. You will then move on to advanced topics such as how IntelliJ helps in version control, managing change lists, viewing differences and changes, and reverting changes. You will also learn how IDEA can be used for agile development and web development, as well as its integration with frameworks such as Gradle. Complete with tips and tricks, this book will make sure that you have an in-depth and extensive knowledge of informed programming. ...
Starting with a walkthrough of the main workspace, you will get up and running with IDEA from the word go. You will learn how to exploit IDEA's software development tools and use the various product features such as source code control, the debugger, and the many code generation tools. You will then move on to advanced topics such as how IntelliJ helps in version control, managing change lists, viewing differences and changes, and reverting changes. You will also learn how IDEA can be used for agile development and web development, as well as its integration with frameworks such as Gradle. Complete with tips and tricks, this book will make sure that you have an in-depth and extensive knowledge of informed programming. ...
Learning C++ by Creating Games with UE4
Unreal Engine 4 is used to create top notch, exciting games by AAA studios, and learning to program in C++ needs some serious motivation. Learning C++ by Creating Games With UE4 will start with the basics of C++: installing a code editor so you can begin to write C++ code. You will then learn how to write small, self-contained C++ programs that show you how to use the C++ language, without overwhelming you with too much code at the beginning. As we dig into more advanced C++ concepts, you will start to explore the functionality the UE4 engine has to offer. You will use the UE4 editor to create your own world, and then program in some seriously fun gameplay. By the end of this book, you should have a good grasp of how to program in C++. ...
Unreal Engine 4 is used to create top notch, exciting games by AAA studios, and learning to program in C++ needs some serious motivation. Learning C++ by Creating Games With UE4 will start with the basics of C++: installing a code editor so you can begin to write C++ code. You will then learn how to write small, self-contained C++ programs that show you how to use the C++ language, without overwhelming you with too much code at the beginning. As we dig into more advanced C++ concepts, you will start to explore the functionality the UE4 engine has to offer. You will use the UE4 editor to create your own world, and then program in some seriously fun gameplay. By the end of this book, you should have a good grasp of how to program in C++. ...
Mastering Ext JS, 2nd Edition
This book will help you to utilize Ext JS to its full potential and will show you how to create a complete Ext JS application from scratch. You'll begin by learning how to create the project's structure, splash screen, login screen, dynamic menus, open screens dynamically and master-detail grids, and much more. You will also learn how to export data to Excel including PDFs and images, while always keeping best practices in mind. Following this, you'll discover how to use the MVC architecture, the new MVVM. Next, you'll learn how to customize themes and how to prepare the application to be ready for deployment upon completion. By the end of the book, you will have learned everything you need to know to truly master Ext JS and start building advanced applications. ...
This book will help you to utilize Ext JS to its full potential and will show you how to create a complete Ext JS application from scratch. You'll begin by learning how to create the project's structure, splash screen, login screen, dynamic menus, open screens dynamically and master-detail grids, and much more. You will also learn how to export data to Excel including PDFs and images, while always keeping best practices in mind. Following this, you'll discover how to use the MVC architecture, the new MVVM. Next, you'll learn how to customize themes and how to prepare the application to be ready for deployment upon completion. By the end of the book, you will have learned everything you need to know to truly master Ext JS and start building advanced applications. ...
KnockoutJS Essentials
KnockoutJS is a Model View ViewModel (MVVM) framework that allows you to simplify the design of complex user. Knockout makes data manipulation simple and leads to maintainable web applications. KnockoutJS Essentials gives you an insight into the best practices when designing and building MVVM web applications using the KnockoutJS framework. Packed with real-world tasks, this book starts with an introduction to the Knockout library, helping you make organizational and design decisions. You get a walk-through of the key concepts and terms that are common to development of Knockout applications. Finally, you will learn about the full-stack Knockout framework DurandalJS, which will give you all the tools you need to write complete single-page applications. ...
KnockoutJS is a Model View ViewModel (MVVM) framework that allows you to simplify the design of complex user. Knockout makes data manipulation simple and leads to maintainable web applications. KnockoutJS Essentials gives you an insight into the best practices when designing and building MVVM web applications using the KnockoutJS framework. Packed with real-world tasks, this book starts with an introduction to the Knockout library, helping you make organizational and design decisions. You get a walk-through of the key concepts and terms that are common to development of Knockout applications. Finally, you will learn about the full-stack Knockout framework DurandalJS, which will give you all the tools you need to write complete single-page applications. ...