Learn Data Analysis with Python
Get started using Python in data analysis with this compact practical guide. This book includes three exercises and a case study on getting data in and out of Python code in the right format. Learn Data Analysis with Python also helps you discover meaning in the data using analysis and shows you how to visualize it. Each lesson is, as much as possible, self-contained to allow you to dip in and out of the examples as your needs dictate. If you are already using Python for data analysis, you will find a number of things that you wish you knew how to do in Python. You can then take these techniques and apply them directly to your own projects. If you aren't using Python for data analysis, this book takes you through the basics at the beginning to give you a solid foundation in the topic. As you work your way through the book you will have a better of idea of how to use Python for data analysis when you are finished. ...
Get started using Python in data analysis with this compact practical guide. This book includes three exercises and a case study on getting data in and out of Python code in the right format. Learn Data Analysis with Python also helps you discover meaning in the data using analysis and shows you how to visualize it. Each lesson is, as much as possible, self-contained to allow you to dip in and out of the examples as your needs dictate. If you are already using Python for data analysis, you will find a number of things that you wish you knew how to do in Python. You can then take these techniques and apply them directly to your own projects. If you aren't using Python for data analysis, this book takes you through the basics at the beginning to give you a solid foundation in the topic. As you work your way through the book you will have a better of idea of how to use Python for data analysis when you are finished. ...
Java Language Features
Work with essential and advanced features of the Java programming language such as Java modules development, lambda expressions (closures), inner classes, threads, I/O, Collections, garbage collection, and more. Author Kishori Sharan provides over 50 diagrams and 290 complete programs to help you visualize and better understand the topics covered in this book. Java Language Features, Second Edition starts with a series of chapters on the essential language features provided by Java, including annotations, reflection, and generics. These topics are then complemented by details of how to use lambda expressions, allowing you to build powerful and efficient Java programs. The chapter on threads follows this up and discusses everything from the very basic concepts of a thread to the most advanced topics such as synchronizers, the fork/join framework, and atomic variables. This book contains unmatched coverage of Java MIO, the Stream API, the Path API, the FileVisitor API, the watch se ...
Work with essential and advanced features of the Java programming language such as Java modules development, lambda expressions (closures), inner classes, threads, I/O, Collections, garbage collection, and more. Author Kishori Sharan provides over 50 diagrams and 290 complete programs to help you visualize and better understand the topics covered in this book. Java Language Features, Second Edition starts with a series of chapters on the essential language features provided by Java, including annotations, reflection, and generics. These topics are then complemented by details of how to use lambda expressions, allowing you to build powerful and efficient Java programs. The chapter on threads follows this up and discusses everything from the very basic concepts of a thread to the most advanced topics such as synchronizers, the fork/join framework, and atomic variables. This book contains unmatched coverage of Java MIO, the Stream API, the Path API, the FileVisitor API, the watch se ...
Illustrated C# 7
Get to work quickly with C# with a uniquely succinct and visual format used to present the C# 7.0 language. Whether you're getting to grips with C# for the first time or working to deepen your understanding, you'll find this book to be a clear and refreshing take on each aspect of the language. Figures are of prime importance in this book. While teaching programming seminars, Daniel Solis found that he could almost watch the light bulbs going on over the students' heads as he drew the figures on the whiteboard. In this text, he has distilled each important concept into simple but accurate illustrations. For this latest edition, Dan is joined by fellow experienced teacher and programmer, Cal Schrotenboer, to bring you the very latest C# language features, along with an understanding of the frameworks it most often lives in: .NET and the new .NET Core. For something as intricate and precise as a programming language, there must be text as well as figures. But rather than long, word ...
Get to work quickly with C# with a uniquely succinct and visual format used to present the C# 7.0 language. Whether you're getting to grips with C# for the first time or working to deepen your understanding, you'll find this book to be a clear and refreshing take on each aspect of the language. Figures are of prime importance in this book. While teaching programming seminars, Daniel Solis found that he could almost watch the light bulbs going on over the students' heads as he drew the figures on the whiteboard. In this text, he has distilled each important concept into simple but accurate illustrations. For this latest edition, Dan is joined by fellow experienced teacher and programmer, Cal Schrotenboer, to bring you the very latest C# language features, along with an understanding of the frameworks it most often lives in: .NET and the new .NET Core. For something as intricate and precise as a programming language, there must be text as well as figures. But rather than long, word ...
Learning React
If you want to learn how to build efficient user interfaces with React, this is your book. Authors Alex Banks and Eve Porcello show you how to create UIs with this small JavaScript library that can deftly display data changes on large-scale, data-driven websites without page reloads. Along the way, you'll learn how to work with functional programming and the latest ECMAScript features. Developed by Facebook, and used by companies including Netflix, Walmart, and The New York Times for large parts of their web interfaces, React is quickly growing in use. By learning how to build React components with this hands-on guide, you'll fully understand how useful React can be in your organization. Learn key functional programming concepts with JavaScript; Peek under the hood to understand how React runs in the browser; Create application presentation layers by mounting and composing React components; Use component trees to manage data and reduce the time you spend debugging applications; E ...
If you want to learn how to build efficient user interfaces with React, this is your book. Authors Alex Banks and Eve Porcello show you how to create UIs with this small JavaScript library that can deftly display data changes on large-scale, data-driven websites without page reloads. Along the way, you'll learn how to work with functional programming and the latest ECMAScript features. Developed by Facebook, and used by companies including Netflix, Walmart, and The New York Times for large parts of their web interfaces, React is quickly growing in use. By learning how to build React components with this hands-on guide, you'll fully understand how useful React can be in your organization. Learn key functional programming concepts with JavaScript; Peek under the hood to understand how React runs in the browser; Create application presentation layers by mounting and composing React components; Use component trees to manage data and reduce the time you spend debugging applications; E ...
Learning NServiceBus, 2nd Edition
Building complex software systems is hard, but it doesn't have to be! NServiceBus is a powerful, yet lightweight, open source messaging framework used to design distributed .NET enterprise systems. Entirely pluggable, yet simple to use, it can help you apply the principles of messaging and SOA to build robust, scalable, and maintainable systems. This book is an essential guide that will help you become a messaging guru. From sending a simple message, to publishing events, to implementing complex long-running business processes, you'll learn everything you need to know to start building complex software systems in no time. ...
Building complex software systems is hard, but it doesn't have to be! NServiceBus is a powerful, yet lightweight, open source messaging framework used to design distributed .NET enterprise systems. Entirely pluggable, yet simple to use, it can help you apply the principles of messaging and SOA to build robust, scalable, and maintainable systems. This book is an essential guide that will help you become a messaging guru. From sending a simple message, to publishing events, to implementing complex long-running business processes, you'll learn everything you need to know to start building complex software systems in no time. ...
Machine Learning with R Cookbook
The R language is a powerful open source functional programming language. At its core, R is a statistical programming language that provides impressive tools to analyze data and create high-level graphics. This book covers the basics of R by setting up a user-friendly programming environment and performing data ETL in R. Data exploration examples are provided that demonstrate how powerful data visualization and machine learning is in discovering hidden relationships. You will then dive into important machine learning topics, including data classification, regression, clustering, association rule mining, and dimension reduction. ...
The R language is a powerful open source functional programming language. At its core, R is a statistical programming language that provides impressive tools to analyze data and create high-level graphics. This book covers the basics of R by setting up a user-friendly programming environment and performing data ETL in R. Data exploration examples are provided that demonstrate how powerful data visualization and machine learning is in discovering hidden relationships. You will then dive into important machine learning topics, including data classification, regression, clustering, association rule mining, and dimension reduction. ...
Make a 2D RPG in a Weekend
Make a 2D RPG in a Weekend shows you how to create your very own dungeon crawler game in RPG Maker VX Ace in a single weekend. The entire process, from start to finish, is covered within this book. You will see a variety of dungeon maps and events, all broken down for your convenience. One of the hardest parts of game development is actually finishing a game, but it is also one of the most important steps on the way to becoming a game developer. If you have yet to finish a game, this book will give you the confidence and resources you need to finally be able to create your very own RPG. Once you've completed the game in this book, you'll be able to modify it as much as you like, adding new monsters and quests, and you'll have the skills to go on to create your second game all by yourself. ...
Make a 2D RPG in a Weekend shows you how to create your very own dungeon crawler game in RPG Maker VX Ace in a single weekend. The entire process, from start to finish, is covered within this book. You will see a variety of dungeon maps and events, all broken down for your convenience. One of the hardest parts of game development is actually finishing a game, but it is also one of the most important steps on the way to becoming a game developer. If you have yet to finish a game, this book will give you the confidence and resources you need to finally be able to create your very own RPG. Once you've completed the game in this book, you'll be able to modify it as much as you like, adding new monsters and quests, and you'll have the skills to go on to create your second game all by yourself. ...
Managing Microsoft Hybrid Clouds
Hybrid cloud is the number one deployment model for the near future. Microsoft Azure connected to Windows Server and System Center offers benefits such as cost-effective backup, disaster recovery, and agility. Discover the full power of cloud computing and Microsoft Azure Infrastructure Services (IaaS) with this easy-to-follow guide. We take you through each step, all the way from giving you a good understanding of cloud computers to being able to connect Azure with your on-premises data center. Using clearly illustrated examples, you are taken through how to manage a Microsoft Hybrid Cloud. Beginning with how to set up site to site VPN connections to Azure, we move on to creating virtual machines and networks and automate this. Managing Microsoft Hybrid Clouds will answer all your questions on Azure and how to benefit from a hybrid cloud. This book will teach you how to connect on-premises Windows Server and System Center to Azure. It shows the strength of Azure but also explain ...
Hybrid cloud is the number one deployment model for the near future. Microsoft Azure connected to Windows Server and System Center offers benefits such as cost-effective backup, disaster recovery, and agility. Discover the full power of cloud computing and Microsoft Azure Infrastructure Services (IaaS) with this easy-to-follow guide. We take you through each step, all the way from giving you a good understanding of cloud computers to being able to connect Azure with your on-premises data center. Using clearly illustrated examples, you are taken through how to manage a Microsoft Hybrid Cloud. Beginning with how to set up site to site VPN connections to Azure, we move on to creating virtual machines and networks and automate this. Managing Microsoft Hybrid Clouds will answer all your questions on Azure and how to benefit from a hybrid cloud. This book will teach you how to connect on-premises Windows Server and System Center to Azure. It shows the strength of Azure but also explain ...
Mastering Data Analysis with R
R is an essential language for sharp and successful data analysis. Its numerous features and ease of use make it a powerful way of mining, managing, and interpreting large sets of data. In a world where understanding big data has become key, by mastering R you will be able to deal with your data effectively and efficiently. This book will give you the guidance you need to build and develop your knowledge and expertise. Bridging the gap between theory and practice, this book will help you to understand and use data for a competitive advantage. Beginning with taking you through essential data mining and management tasks such as munging, fetching, cleaning, and restructuring, the book then explores different model designs and the core components of effective analysis. ...
R is an essential language for sharp and successful data analysis. Its numerous features and ease of use make it a powerful way of mining, managing, and interpreting large sets of data. In a world where understanding big data has become key, by mastering R you will be able to deal with your data effectively and efficiently. This book will give you the guidance you need to build and develop your knowledge and expertise. Bridging the gap between theory and practice, this book will help you to understand and use data for a competitive advantage. Beginning with taking you through essential data mining and management tasks such as munging, fetching, cleaning, and restructuring, the book then explores different model designs and the core components of effective analysis. ...
Mastering JIRA
JIRA is an issue-tracking tool from Atlassian and has gained immense popularity in recent years due to its ease of use and, at the same time, its customization abilities and finely grained control over various functions. JIRA offers functionalities for creating tasks and assigning them to users and many useful add-ons can be added such as JIRA Agile for Agile tracking and Groovy scripts, a powerful tool for administering customizations for customizations. This book explains how to master the key functionalities of JIRA and its customizations and add-ons, and is packed with real-world examples and use cases. You will first learn how to plan JIRA installation. Next, you will be given a brief refresher of fundamental concepts and learn about customizations in detail. Next, this book will take you through add-on development to extend JIRA functionality. Finally, this book will explore best practices and troubleshooting, to help you find out what went wrong and how to fix it. ...
JIRA is an issue-tracking tool from Atlassian and has gained immense popularity in recent years due to its ease of use and, at the same time, its customization abilities and finely grained control over various functions. JIRA offers functionalities for creating tasks and assigning them to users and many useful add-ons can be added such as JIRA Agile for Agile tracking and Groovy scripts, a powerful tool for administering customizations for customizations. This book explains how to master the key functionalities of JIRA and its customizations and add-ons, and is packed with real-world examples and use cases. You will first learn how to plan JIRA installation. Next, you will be given a brief refresher of fundamental concepts and learn about customizations in detail. Next, this book will take you through add-on development to extend JIRA functionality. Finally, this book will explore best practices and troubleshooting, to help you find out what went wrong and how to fix it. ...