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ADO.NET refers to a set of classes that ship with Visual Studio .NET that allow developers to access data typically stored in relational databases. The purpose of this book is to explain the important features of ADO.NET to corporate developers who use VS .NET. Dan Fox also provides architectural guidance and Best Practices for using ADO.NET in corporate applications. Reference Tables sho how members of ADO.NET classes fit into the bigger picture by denoting why or where the method or property i...

This book is a gentle introduction to dominance-based query processing techniques and their applications. The book aims to present fundamental as well as some advanced issues in the area in a precise, but easy-to-follow, manner. Dominance is an intuitive concept that can be used in many different ways in diverse application domains. The concept of dominance is based on the values of the attributes of each object. An object 𝑝 dominates another object 𝑞 if 𝑝 is better than 𝑞. This goodness criteri...

The first book for managers and technical professionals that teaches data mining in an accessible way and that explains how data mining drives next-generation customer relationship strategies. Data Mining Explained helps technically-proficient managers and IT professionals use powerful data mining technologies to solve important business challenges, most importantly to identify and better serve customer needs. Written by data mining experts, Data Mining Explained describes how companies in gener...

Do you need an introductory book on data and databases? If the book is by Joe Celko, the answer is yes. Data and Databases: Concepts in Practice is the first introduction to relational database technology written especially for practicing IT professionals. If you work mostly outside the database world, this book will ground you in the concepts and overall framework you must master if your data-intensive projects are to be successful. If you're already an experienced database programmer, admi...

Sie möchten, was Datenanalyse angeht, noch eine Schippe drauflegen? Dann steigen Sie auf die Microsoft Self Service BI Lösung "Power BI" um. Dieses Buch zeigt Ihnen die unzähligen Möglichkeiten, die Power BI bietet, um Ihre Daten aufzubereiten und ansprechend zu präsentieren. Zunächst lernen Sie die notwendigen Grundlagen kennen, um danach tief in die Welt der Datenauswertungen, DAX-Formeln, Power BI Data Flows, Custom Visuals, Dashboards und vielem mehr abzutauchen. Sie benötigen dazu keine gro...

Don’t be afraid of the GDPR wolf! How can your business easily comply with the new data protection and privacy laws and avoid fines of up to $27M? GDPR For Dummies sets out in simple steps how small business owners can comply with the complex General Data Protection Regulations (GDPR). These regulations apply to all businesses established in the EU and to businesses established outside of the EU insofar as they process personal data about people within the EU. Inside, you’ll discover how GDPR ap...

Achieve best-in-class metrics and get more from your data with JMP JMP Connections is the small- and medium-sized business owner's guide to exceeding customer expectations by getting more out of your data using JMP. Uniquely bifunctional, this book is divided into two parts: the first half of the book shows you what JMP can do for you. You'll discover how to wring every last drop of insight out of your data, and let JMP parse reams of raw numbers into actionable insight that leads to better stra...

Written for practitioners of data mining, data cleaning and database management.Presents a technical treatment of data quality including process, metrics, tools and algorithms.Focuses on developing an evolving modeling strategy through an iterative data exploration loop and incorporation of domain knowledge.Addresses methods of detecting, quantifying and correcting data quality issues that can have a significant impact on findings and decisions, using commercially available tools as well as new...

Discover the power of Drools 6 and Business Rules for developing complex scenarios in your applications About This Book • Implement and model different rules using the DRL full syntax • Model complex business decisions and domain models in order to automate and improve your operational decisions with the Drools framework • A practical, fast-paced, hands-on guide to help you use the different components provided by the Drools Rule Engine Who This Book Is For This book is for Java developers a...

Extract patterns and knowledge from your data in easy way using MATLAB About This Book • Get your first steps into machine learning with the help of this easy-to-follow guide • Learn regression, clustering, classification, predictive analytics, artificial neural networks and more with MATLAB • Understand how your data works and identify hidden layers in the data with the power of machine learning. Who This Book Is For This book is for data analysts, data scientists, students, or anyone who i...

Collect data and build trust. With the rise of data science and machine learning, companies are awash in customer data and powerful new ways to gain insight from that data. But in the absence of regulation and clear guidelines from most federal or state governments, it's difficult for companies to understand what qualifies as reasonable use and then determine how to act in the best interest of their customers. How do they build, not erode, trust? Customer Data and Privacy: The Insights You Nee...

Analyzing how Asia and the Pacific's online job portal data can be used to assess labor market and broader economic trends, this report explains why improving data quality and tackling legal and ethical issues can help countries better match labor demand and supply. Drawing from a scoping study of 34 job sites from 12 economies, it studies the type, structure, and format of data available from analysis of vacancy postings and jobseeker characteristics. It explains why data fails to represent th...

Macromedia Contribute is an easy, safe, and efficient desktop application that anyone can use to publish Web content and edit existing Web sites. This unique reference skillfully guides Web designers and content contributors through setting editable content areas and permissions for their users. It explains Contributes ability to be used with other popular Web development tools, such as FrontPage and Go Live. Authors are both Macromedia insiders who have extensive experience working with Contrib...

Provides everything Web designers need to build cutting-edge applications with Macromedia's new tool suite, which includes Dreamweaver MX, Flash MX, ColdFusion MX, Fireworks MX, and Freehand Covers building data-enabled sites with Dreamweaver MX, creating Flash MX animations, working with ActionScript, creating Web graphics and animations with Fireworks MX, building interactive ColdFusion MX applications, integrating Flash and ColdFusion, and drawing vector art with Freehand Major changes in the...