Mastering Probabilistic Graphical Models Using Python
Probabilistic graphical models is a technique in machine learning that uses the concepts of graph theory to concisely represent and optimally predict values in our data problems. Graphical models gives us techniques to find complex patterns in the data and are widely used in the field of speech recognition, information extraction, image segmentation, and modeling gene regulatory networks. This book starts with the basics of probability theory and graph theory, then goes on to discuss various models and inference algorithms. All the different types of models are discussed along with code examples to create and modify them, and also run different inference algorithms on them. There is an entire chapter that goes on to cover Naive Bayes model and Hidden Markov models. These models have been thoroughly discussed using real-world examples. ...
Probabilistic graphical models is a technique in machine learning that uses the concepts of graph theory to concisely represent and optimally predict values in our data problems. Graphical models gives us techniques to find complex patterns in the data and are widely used in the field of speech recognition, information extraction, image segmentation, and modeling gene regulatory networks. This book starts with the basics of probability theory and graph theory, then goes on to discuss various models and inference algorithms. All the different types of models are discussed along with code examples to create and modify them, and also run different inference algorithms on them. There is an entire chapter that goes on to cover Naive Bayes model and Hidden Markov models. These models have been thoroughly discussed using real-world examples. ...
Mastering React
React stands out in the web framework crowd through its approach to composition. This approach yields blazingly fast rendering capabilities. This book will help you understand what makes React special. It starts with the fundamentals and uses a pragmatic approach, focusing on clear development goals. You'll learn how to combine many web technologies surrounding React into a complete set for constructing a modern web application. With this text, you'll blitz the basics then swiftly move on to advanced topics such as form validation and complete application construction. You'll also explore several design activities which will help you develop your web applications with a thoughtful plan. Finally, you'll learn several methods for implementing slick animations using React. ...
React stands out in the web framework crowd through its approach to composition. This approach yields blazingly fast rendering capabilities. This book will help you understand what makes React special. It starts with the fundamentals and uses a pragmatic approach, focusing on clear development goals. You'll learn how to combine many web technologies surrounding React into a complete set for constructing a modern web application. With this text, you'll blitz the basics then swiftly move on to advanced topics such as form validation and complete application construction. You'll also explore several design activities which will help you develop your web applications with a thoughtful plan. Finally, you'll learn several methods for implementing slick animations using React. ...
Android Tablets For Dummies, 3rd Edition
It's not a computer and it's not a smartphone - so what in the world is it? Whether you're new to Android or new to tablets altogether, you're about to experience mobile computing like never before with this fun, full-color guide! Inside, longtime and bestselling author Dan Gookin walks you through setting up your Android tablet, navigating the interface, browsing the web, setting up email, connecting to social media, finding plenty of apps, music, books, and movies to indulge your interests�and so much more. No matter which Android tablet tickles your fancy, this hands-on, friendly guide takes the intimidation out of the technology and arms you with the confidence and know-how to make the most of your new device. Covering the features native to all Android tablets, as well as model-specific guidance, this new edition of Android Tablets For Dummies will have you customizing your tablet, connecting with WiFi, and choosing the right apps like a pro in no time. ...
It's not a computer and it's not a smartphone - so what in the world is it? Whether you're new to Android or new to tablets altogether, you're about to experience mobile computing like never before with this fun, full-color guide! Inside, longtime and bestselling author Dan Gookin walks you through setting up your Android tablet, navigating the interface, browsing the web, setting up email, connecting to social media, finding plenty of apps, music, books, and movies to indulge your interests�and so much more. No matter which Android tablet tickles your fancy, this hands-on, friendly guide takes the intimidation out of the technology and arms you with the confidence and know-how to make the most of your new device. Covering the features native to all Android tablets, as well as model-specific guidance, this new edition of Android Tablets For Dummies will have you customizing your tablet, connecting with WiFi, and choosing the right apps like a pro in no time. ...
Crafting Rails 4 Applications
Rails is one of the most extensible frameworks out there. This pioneering book deep-dives into the Rails plugin APIs and shows you, the intermediate Rails developer, how to use them to write better web applications and make your day-to-day work with Rails more productive. Rails Core developer Jose Valim guides you through eight different tutorials, each using test-driven development to build a new Rails plugin or application that solves common problems with these APIs. You'll learn how the Rails rendering stack works and customize it to read templates from the database while you discover how to mimic Active Record behavior, such as validations, in any other object. ...
Rails is one of the most extensible frameworks out there. This pioneering book deep-dives into the Rails plugin APIs and shows you, the intermediate Rails developer, how to use them to write better web applications and make your day-to-day work with Rails more productive. Rails Core developer Jose Valim guides you through eight different tutorials, each using test-driven development to build a new Rails plugin or application that solves common problems with these APIs. You'll learn how the Rails rendering stack works and customize it to read templates from the database while you discover how to mimic Active Record behavior, such as validations, in any other object. ...
BEA WebLogic Server 8 For Dummies
Provides an introduction to J2EE using the WebLogic platform, which claims the largest market share-about forty percent-of the Java application server market. Features the most comprehensive coverage of the component types of WebLogic in the friendly For Dummies style. Covers static resources, JSPs, taglibs and servlets, EJBs, and WebLogic's Web service development and deployment capabilities and tools. Teaches readers the basic administration and monitoring capabilities built into WebLogic, using a conversational and example-driven approach. ...
Provides an introduction to J2EE using the WebLogic platform, which claims the largest market share-about forty percent-of the Java application server market. Features the most comprehensive coverage of the component types of WebLogic in the friendly For Dummies style. Covers static resources, JSPs, taglibs and servlets, EJBs, and WebLogic's Web service development and deployment capabilities and tools. Teaches readers the basic administration and monitoring capabilities built into WebLogic, using a conversational and example-driven approach. ...
Plug-In PHP: 100 Power Solutions
This practical guide gives you 100 ready-to-run PHP functions for solving most of the main problems you encounter when building a dynamic website with PHP. Every plug-in in the book offers a complete and working solution for a result you can achieve right away, using ready-made code you simply drop into your own program. And there's little or no learning curve, because each one is self-contained and thoroughly documented. ...
This practical guide gives you 100 ready-to-run PHP functions for solving most of the main problems you encounter when building a dynamic website with PHP. Every plug-in in the book offers a complete and working solution for a result you can achieve right away, using ready-made code you simply drop into your own program. And there's little or no learning curve, because each one is self-contained and thoroughly documented. ...
Beginning PHP and MySQL, 4th Edition
Beginning PHP and MySQL: From Novice to Professional, Fourth Edition is a major update of W. Jason Gilmore's authoritative book on PHP and MySQL. The fourth edition includes complete coverage of PHP 5.3 features, including namespacing, an update of AMP stack installation and configuration, updates to Zend Framework, coverage of MySQL Workbench, and much more. You'll not only receive extensive introductions to the core features of PHP, MySQL, and related tools, but you'll also learn how to effectively integrate them in order to build robust data-driven applications. Gilmore has seven years of experience working with these technologies, and he has packed this book with practical examples and insight into the real-world challenges faced by developers. Accordingly, you will repeatedly return to this book as both a valuable instructional tool and reference guide. ...
Beginning PHP and MySQL: From Novice to Professional, Fourth Edition is a major update of W. Jason Gilmore's authoritative book on PHP and MySQL. The fourth edition includes complete coverage of PHP 5.3 features, including namespacing, an update of AMP stack installation and configuration, updates to Zend Framework, coverage of MySQL Workbench, and much more. You'll not only receive extensive introductions to the core features of PHP, MySQL, and related tools, but you'll also learn how to effectively integrate them in order to build robust data-driven applications. Gilmore has seven years of experience working with these technologies, and he has packed this book with practical examples and insight into the real-world challenges faced by developers. Accordingly, you will repeatedly return to this book as both a valuable instructional tool and reference guide. ...
Advanced BlackBerry Development
BlackBerry devices and applications are selling by the millions. As a BlackBerry developer, you need an advanced skill set to successfully exploit the most compelling features of the platform. This book will help you develop that skill set and teach you how to create the most sophisticated BlackBerry programs possible. With Advanced BlackBerry Development, you'll learn you how to take advantage of BlackBerry media capabilities, including the camera and video playback. The book also shows you how to send and receive text and multimedia messages, use powerful cryptography libraries, and connect with the user's personal and business contacts and calendar. ...
BlackBerry devices and applications are selling by the millions. As a BlackBerry developer, you need an advanced skill set to successfully exploit the most compelling features of the platform. This book will help you develop that skill set and teach you how to create the most sophisticated BlackBerry programs possible. With Advanced BlackBerry Development, you'll learn you how to take advantage of BlackBerry media capabilities, including the camera and video playback. The book also shows you how to send and receive text and multimedia messages, use powerful cryptography libraries, and connect with the user's personal and business contacts and calendar. ...
Designing Forms for Microsoft Office InfoPath and Forms Services 2007
Microsoft Office InfoPath 2007 offers breakthrough tools for gathering, managing, and integrating business-critical information, and creating efficient forms-driven processes. Two longtime members of Microsoft's InfoPath product team have written the first comprehensive, hands-on guide to building successful XML-based solutions with InfoPath 2007. The book opens with a practical primer on the fundamentals of InfoPath form template design for information workers and application developers at all levels of experience. ...
Microsoft Office InfoPath 2007 offers breakthrough tools for gathering, managing, and integrating business-critical information, and creating efficient forms-driven processes. Two longtime members of Microsoft's InfoPath product team have written the first comprehensive, hands-on guide to building successful XML-based solutions with InfoPath 2007. The book opens with a practical primer on the fundamentals of InfoPath form template design for information workers and application developers at all levels of experience. ...
iOS SDK Development
iOS SDK Development is the second edition of the bestselling iPhone SDK Development, completely rewritten from the ground up to cover iOS 6's new features. You'll get hands-on experience working with Objective-C and Xcode 4 as you work through this tutorial-style book with two experienced iOS developers by your side. Whether you're a first-time iOS developer, or you're looking to get up to speed with all the changes to Apple's tools and frameworks, iOS SDK Development is the solid grounding you need to master this popular platform. ...
iOS SDK Development is the second edition of the bestselling iPhone SDK Development, completely rewritten from the ground up to cover iOS 6's new features. You'll get hands-on experience working with Objective-C and Xcode 4 as you work through this tutorial-style book with two experienced iOS developers by your side. Whether you're a first-time iOS developer, or you're looking to get up to speed with all the changes to Apple's tools and frameworks, iOS SDK Development is the solid grounding you need to master this popular platform. ...