Designing algorithms to recommend items such as news articles and movies to users is a challenging task in numerous web applications. The crux of the problem is to rank items based on users' responses to different items to optimize for multiple objectives. Major technical challenges are high dimensional prediction with sparse data and constructing high dimensional sequential designs to collect data for user modeling and system design. This comprehensive treatment of the statistical issues ...

Over 80 effective recipes to help you solve real-world Microsoft Dynamics 365 for Finance and Operations development problemsKey Features\[\*\] Learn all about the enhanced functionalities of Dynamics 365 for Finance and Operations and master development best practices\[\*\] Develop powerful projects using new tools and features\[\*\] Work through easy-to-understand recipes with step-by-step instructions and useful screenshotsBook...

Key FeaturesBook DescriptionMicrosoft Dynamics AX 2012 R3 Reporting Cookbook is recommended for Dynamics AX developers and .NET-based SSRS developers looking to familiarize themselves with the new AX reporting framework.What you will learnCreate and deploy reports in AX 2012 R3Understand the SSRS report programming flowModify the reporting frameworkCreate RDPbased reportsDesign tabular matrices and c...

This book is dedicated to present different aspects of reproductive physiology and molecular endocrinology of commercially important as well as potential aquaculture fish species. The existing aquaculture generation is looking for species diversification for efficient utilization of available diverse water resources. The knowledge of reproductive physiology of fish will help in development of breeding strategy for use in commercial aquaculture. Reproductive system is highly coordinated and...

This book is a comprehensive exploration of the dynamic interplay between bioinformatics and artificial intelligence (AI) within the healthcare landscape. This book introduces readers to the foundational principles of bioinformatics and AI, elucidating their integration and collaborative potential.Bioinformatics and Beyond: AI Applications in Healthcare explores the transformative impact of data-driven insights, showcasing the applications of machine learning in diagnostic...

Customize your NAV applicationsKey FeaturesGain from the insights and methods of industry-leading experts and tailor your applications to best suit the needs of your businessLearn through the detailed explanations and useful examples that are presented in a logical, step-by-step mannerThis comprehensive guide is written with the goals of being used as a classroom text, a self-study text, and as a handy in-depth reference guideBook...

If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation.Each chapter focuses on a specific problem in machine learning, such as classificat...

Collecting data is relatively easy, but turning raw information into something useful requires that you know how to extract precisely what you need. With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment. You'll learn how to look at data to discover what it contains, how to capture those ideas in conceptual models, and then feed your understanding back into the organization through...

NOTE: This title is also available as a free eBook on the Microsoft Download Center. It is offered for sale in print format as a convenience. Get a head start evaluating SQL Server 2014 - guided by two experts who have worked with the technology from the earliest beta. Based on Community Technology Preview 2 (CTP2) software, this guide introduces new features and capabilities, with practical insights on how SQL Server 2014 can meet the needs of your business. Get the early, high-level o...

Written as a tutorial to explore and understand the power of R for machine learning. This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science tasks.Intended for those who want to learn how to use R's machine learning capabilities and gain...

Learn to set up, manage, and administer a Drupal web siteDrupal offers unparalleled flexibility for content-managed web sites, and Drupal 7 is the easiest version to use yet. This new edition teaches you the fast, fun, and easy way to get started with Drupal. Even if you have no Drupal experience, you'll quickly learn how to download and install Drupal, set up your first content-managed site, apply templates, use modules, and more.Drupal gurus Lynn Beighley...

The leading introductory book on data mining, fully updated and revised!When Berry and Linoff wrote the first edition of Data Mining Techniques in the late 1990s, data mining was just starting to move out of the lab and into the office and has since grown to become an indispensable tool of modern business. This new edition—more than 50% new and revised— is a significant update from the previous one, and shows you how to harness the newest data mining methods and techniques...