A Practical Guide to Data Mining for Business and Industry
Data mining is well on its way to becoming a recognized discipline in the overlapping areas of IT, statistics, machine learning, and AI. Practical Data Mining for Business presents a user-friendly approach to data mining methods, covering the typical uses to which it is applied. The methodology is complemented by case studies to create a versatile reference book, allowing readers to look for specific methods as well as for specific applications. The book is formatted to allow statisticians, computer scientists, and economists to cross-reference from a particular application or method to sectors of interest. ...
Data mining is well on its way to becoming a recognized discipline in the overlapping areas of IT, statistics, machine learning, and AI. Practical Data Mining for Business presents a user-friendly approach to data mining methods, covering the typical uses to which it is applied. The methodology is complemented by case studies to create a versatile reference book, allowing readers to look for specific methods as well as for specific applications. The book is formatted to allow statisticians, computer scientists, and economists to cross-reference from a particular application or method to sectors of interest. ...
Big Data, Data Mining, and Machine Learning
Big data is big business. But having the data and the computational power to process it isn't nearly enough to produce meaningful results. Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners is a complete resource for technology and marketing executives looking to cut through the hype and produce real results that hit the bottom line. Providing an engaging, thorough overview of the current state of big data analytics and the growing trend toward high performance computing architectures, the book is a detail-driven look into how big data analytics can be leveraged to foster positive change and drive efficiency. ...
Big data is big business. But having the data and the computational power to process it isn't nearly enough to produce meaningful results. Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners is a complete resource for technology and marketing executives looking to cut through the hype and produce real results that hit the bottom line. Providing an engaging, thorough overview of the current state of big data analytics and the growing trend toward high performance computing architectures, the book is a detail-driven look into how big data analytics can be leveraged to foster positive change and drive efficiency. ...
Ext JS in Action, 2nd Edition
Ext JS is a mature JavaScript web application framework that provides modern UI widgets and an advanced MVC architecture. It helps you manage tedious boilerplate and minimize hand-coded HTML and browser incompatibilities. Ext JS in Action, Second Edition starts with a quick overview of the framework and then explores the core components by diving into complete examples, engaging illustrations, and clear explanations. You'll feel like you have an expert guide at your elbow as you learn the best practices for building and scaling full-featured web applications. ...
Ext JS is a mature JavaScript web application framework that provides modern UI widgets and an advanced MVC architecture. It helps you manage tedious boilerplate and minimize hand-coded HTML and browser incompatibilities. Ext JS in Action, Second Edition starts with a quick overview of the framework and then explores the core components by diving into complete examples, engaging illustrations, and clear explanations. You'll feel like you have an expert guide at your elbow as you learn the best practices for building and scaling full-featured web applications. ...
High Performance Python
Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, this practical guide helps you gain a deeper understanding of Python's implementation. You'll learn how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. How can you take advantage of multi-core architectures or clusters? Or build a system that can scale up and down without losing reliability? Experienced Python programmers will learn concrete solutions to these and other issues, along with war stories from companies that use high performance Python for social media analytics, productionized machine learning, and other situations. ...
Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, this practical guide helps you gain a deeper understanding of Python's implementation. You'll learn how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. How can you take advantage of multi-core architectures or clusters? Or build a system that can scale up and down without losing reliability? Experienced Python programmers will learn concrete solutions to these and other issues, along with war stories from companies that use high performance Python for social media analytics, productionized machine learning, and other situations. ...
OpenCL Programming by Example
Research in parallel programming has been a mainstream topic for a decade, and will continue to be so for many decades to come. Many parallel programming standards and frameworks exist, but only take into account one type of hardware architecture. Today computing platforms come with many heterogeneous devices. OpenCL provides royalty free standard to program heterogeneous hardware. This guide offers you a compact coverage of all the major topics of OpenCL programming. It explains optimization techniques and strategies in-depth, using illustrative examples and also provides case studies from diverse fields. Beginners and advanced application developers will find this book very useful. ...
Research in parallel programming has been a mainstream topic for a decade, and will continue to be so for many decades to come. Many parallel programming standards and frameworks exist, but only take into account one type of hardware architecture. Today computing platforms come with many heterogeneous devices. OpenCL provides royalty free standard to program heterogeneous hardware. This guide offers you a compact coverage of all the major topics of OpenCL programming. It explains optimization techniques and strategies in-depth, using illustrative examples and also provides case studies from diverse fields. Beginners and advanced application developers will find this book very useful. ...
Force.com Development Blueprints
No one can dispute the sheer power and breadth of the Force.com cloud development platform and its influence on thousands of developers across the world. The staggering number of technologies on offer can cause confusion among developers when it comes to using them to build real-world applications. Starting with how to develop a Salesforce community, you will begin a whirlwind tour across the Force.com platform, using it to build applications for the e-commerce, CRM, reporting, and mobile subject domains. ...
No one can dispute the sheer power and breadth of the Force.com cloud development platform and its influence on thousands of developers across the world. The staggering number of technologies on offer can cause confusion among developers when it comes to using them to build real-world applications. Starting with how to develop a Salesforce community, you will begin a whirlwind tour across the Force.com platform, using it to build applications for the e-commerce, CRM, reporting, and mobile subject domains. ...
Professional Access 2013 Programming
The new Access 2013 boasts significant new features aimed at improving your experience of building web-based and traditional database applications. Written by a team of Microsoft Access MVPs, this book shows you everything you need to immediately start developing new solutions, upgrading existing projects, and planning future enhancements. Placing special emphasis on creating cost-effective solutions based on real-world scenarios, the authors show how to enhance and manage the features of Access 2013 and cover critical changes that may affect legacy programs. Ultimately, this book serves as a guide, a reference, and a resource for expanding your Access expertise. ...
The new Access 2013 boasts significant new features aimed at improving your experience of building web-based and traditional database applications. Written by a team of Microsoft Access MVPs, this book shows you everything you need to immediately start developing new solutions, upgrading existing projects, and planning future enhancements. Placing special emphasis on creating cost-effective solutions based on real-world scenarios, the authors show how to enhance and manage the features of Access 2013 and cover critical changes that may affect legacy programs. Ultimately, this book serves as a guide, a reference, and a resource for expanding your Access expertise. ...
Enterprise Android
Android devices have moved beyond consumer applications into corporate and enterprise use. If you are eager to start building data-driven Android applications that integrate with enterprise systems, this book shows you how. The authors thoroughly explain how to use content providers to share data, adapters to display data, and web services to transmit data. They also show how to integrate applications with existing enterprise systems, secure data, and synchronize data. By the end of the book, you'll have a solid understanding of how to create data-intensive applications that today's businesses demand. ...
Android devices have moved beyond consumer applications into corporate and enterprise use. If you are eager to start building data-driven Android applications that integrate with enterprise systems, this book shows you how. The authors thoroughly explain how to use content providers to share data, adapters to display data, and web services to transmit data. They also show how to integrate applications with existing enterprise systems, secure data, and synchronize data. By the end of the book, you'll have a solid understanding of how to create data-intensive applications that today's businesses demand. ...
Professional ASP.NET MVC 5
MVC 5 is the latest update to Microsoft's popular MVC (Model-View-Controller) technology—an established web application framework that enables fast, TDD-friendly development. MVC allows developers to build dynamic, data-driven websites with sophisticated features, such as single page applications, mobile optimization, adaptive rendering, and more. Updated to cover new post-release features in MVC 5.1 and 5.2, this book offers step-by-step techniques to use MVC to its full advantage. Written by top ASP.NET MVC experts at Microsoft, along with visionaries in the field, the book's practical tutorials reinforce concepts and allow developers to create their own applications. ...
MVC 5 is the latest update to Microsoft's popular MVC (Model-View-Controller) technology—an established web application framework that enables fast, TDD-friendly development. MVC allows developers to build dynamic, data-driven websites with sophisticated features, such as single page applications, mobile optimization, adaptive rendering, and more. Updated to cover new post-release features in MVC 5.1 and 5.2, this book offers step-by-step techniques to use MVC to its full advantage. Written by top ASP.NET MVC experts at Microsoft, along with visionaries in the field, the book's practical tutorials reinforce concepts and allow developers to create their own applications. ...
Learning C# by Developing Games with Unity 3D
For the absolute beginner to any concept of programming, writing a script can appear to be an impossible hurdle to overcome. The truth is, there are only three simple concepts to understand: 1) having some type of information; 2) using the information; and 3) communicating the information. Each of these concepts is very simple and extremely important. These three concepts are combined to access the feature set provided by Unity. Learning C# by Developing Games with Unity 3D Beginner's Guide - assumes that you know nothing about programming concepts. First you will learn the absolute basics of programming using everyday examples that you already know. As you progress through the book, you will find that C# is not a foreign language after all, because you already know the words. With a few keywords and using substitution, before you know it, you'll be thinking in code. ...
For the absolute beginner to any concept of programming, writing a script can appear to be an impossible hurdle to overcome. The truth is, there are only three simple concepts to understand: 1) having some type of information; 2) using the information; and 3) communicating the information. Each of these concepts is very simple and extremely important. These three concepts are combined to access the feature set provided by Unity. Learning C# by Developing Games with Unity 3D Beginner's Guide - assumes that you know nothing about programming concepts. First you will learn the absolute basics of programming using everyday examples that you already know. As you progress through the book, you will find that C# is not a foreign language after all, because you already know the words. With a few keywords and using substitution, before you know it, you'll be thinking in code. ...