โ Scribed by Dorian Pyle
No coin nor oath required. For personal study only.
Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem. This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis -- such as data mining -- can yield most benefit. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations. รยท Teaches how to discover, construct and refine models that are useful in business situations รยท
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This book explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis - such as data mining - can yield most benefit.
Business Modelling and Data Mining is an extremely clear and didactic work that explains and exemplifies business-oriented data analysis. Its structure goes from general to particular, from theory to practice. It is a work about concepts and its applications.In the so complex, uncertain and fast
Apply powerful Data Mining Methods and Models to Leverage your Data for Actionable Results<br><br> Data Mining Methods and Models provides:<br> * The latest techniques for uncovering hidden nuggets of information<br> * The insight into how the data mining algorithms actually work<br> * The hands-on
Apply powerful Data Mining Methods and Models to Leverage your Data for Actionable Results<br /><br />Data Mining Methods and Models provides:<br />* The latest techniques for uncovering hidden nuggets of information<br />* The insight into how the data mining algorithms actually work<br />* The han
This book provides in introduction into data mining methods and models, including association rules, clustering, K-nearest neighbor, statistical inference, neural networks, linear and logistic regression, and multivariate analysis. It presents a unified approach based on CRISP methodology (involves