Building Probabilistic Graphical Models with Python
With the increasing prominence in machine learning and data science applications, probabilistic graphical models are a new tool that machine learning users can use to discover and analyze structures in complex problems. The variety of tools and algorithms under the PGM framework extend to many domains such as natural language processing, speech processing, image processing, and disease diagnosis. You've probably heard of graphical models before, and you're keen to try out new landscapes in the machine learning area. This book gives you enough background information to get started on graphical models, while keeping the math to a minimum. ...
With the increasing prominence in machine learning and data science applications, probabilistic graphical models are a new tool that machine learning users can use to discover and analyze structures in complex problems. The variety of tools and algorithms under the PGM framework extend to many domains such as natural language processing, speech processing, image processing, and disease diagnosis. You've probably heard of graphical models before, and you're keen to try out new landscapes in the machine learning area. This book gives you enough background information to get started on graphical models, while keeping the math to a minimum. ...
BlackBerry Development Fundamentals
The BlackBerry smartphone is today's #1 mobile platform for the enterprise and also a huge hit with consumers. Until now, it's been difficult for programmers to find everything they need to begin developing new applications for BlackBerry devices. BlackBerry Development Fundamentals is the solution: the first single-source guide to all aspects of development for the BlackBerry platform. This book thoroughly reviews the BlackBerry's unique capabilities and limitations, helps you optimize your upfront design choices, and covers native rich-client applications and Web-based mobile applications for both business and consumer environments. ...
The BlackBerry smartphone is today's #1 mobile platform for the enterprise and also a huge hit with consumers. Until now, it's been difficult for programmers to find everything they need to begin developing new applications for BlackBerry devices. BlackBerry Development Fundamentals is the solution: the first single-source guide to all aspects of development for the BlackBerry platform. This book thoroughly reviews the BlackBerry's unique capabilities and limitations, helps you optimize your upfront design choices, and covers native rich-client applications and Web-based mobile applications for both business and consumer environments. ...
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. ...
Upgrading Your Skills to MCSA Windows Server 2012
Prepare for Exam 70-417 - and help demonstrate your real-world mastery of Windows Server 2012 core infrastructure services. Microsoft Exam 70-417 is an upgrade exam that is a composite of three standalone exams: 70-410, 70-411, and 70-412. Exam 70-417 validates skills related to the core technology features and functionality of Windows Server 2012, from the existing knowledge base of a Microsoft Certified Systems Administrator (MCSA) on Windows Server 2008. ...
Prepare for Exam 70-417 - and help demonstrate your real-world mastery of Windows Server 2012 core infrastructure services. Microsoft Exam 70-417 is an upgrade exam that is a composite of three standalone exams: 70-410, 70-411, and 70-412. Exam 70-417 validates skills related to the core technology features and functionality of Windows Server 2012, from the existing knowledge base of a Microsoft Certified Systems Administrator (MCSA) on Windows Server 2008. ...
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. ...
iOS 7 in Action
To develop great apps you need a deep knowledge of iOS. You also need a finely tuned sense of what motivates 500 million loyal iPhone and iPad users. iOS 7 introduces many new visual changes, as well as better multitasking, dynamic motion effects, and much more. This book helps you use those features in apps that will delight your users. iOS 7 in Action is a hands-on guide that teaches you to create amazing native iOS apps. In it, you'll explore thoroughly explained examples that you can expand and reuse. If this is your first foray into mobile development, you'll get the skills you need to go from idea to app store. If you're already creating iOS apps, you'll pick up new techniques to hone your craft, and learn how to capitalize on new iOS 7 features. ...
To develop great apps you need a deep knowledge of iOS. You also need a finely tuned sense of what motivates 500 million loyal iPhone and iPad users. iOS 7 introduces many new visual changes, as well as better multitasking, dynamic motion effects, and much more. This book helps you use those features in apps that will delight your users. iOS 7 in Action is a hands-on guide that teaches you to create amazing native iOS apps. In it, you'll explore thoroughly explained examples that you can expand and reuse. If this is your first foray into mobile development, you'll get the skills you need to go from idea to app store. If you're already creating iOS apps, you'll pick up new techniques to hone your craft, and learn how to capitalize on new iOS 7 features. ...
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. ...