Free Ebook BookMathematical Underpinnings of Analytics Theory and Applications

Download Ebook Mathematical Underpinnings of Analytics Theory and Applications

Download Ebook Mathematical Underpinnings of Analytics Theory and Applications

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Book Details :
Published on: 2015-01-27
Released on: 2015-01-27
Original language: English

Analytics is the application of mathematical and statistical concepts to large data sets so as to distil insights that offer the owner some options for action and competitive advantage or value. This makes it the most desirable and valuable part of big data science.Driven by the increased data capture from digital platforms, commercial fields are becoming data rich and analytics is growing in many sectors. This book presents analytics within a framework of mathematical theory and concepts building upon firm theory and foundations of probability theory, graphs and networks, random matrices, linear algebra, optimization, forecasting, discrete dynamical systems, and more. Following on from the theoretical considerations, applications are given to data from commercially relevant interests: supermarket baskets; loyalty cards; mobile phone call records; smart meters; 'omic' data; sales promotions; social media; and microblogging. Each chapter tackles a topic in analytics: social networks and digital marketing; forecasting; clustering and segmentation; inverse problems; Markov models of behavioural changes; multiple hypothesis testing and decision-making; and so on. Chapters start with background mathematical theory explained with a strong narrative and then give way to practical considerations and then to exemplar applications. Exercises (and solutions), external data resources, and suggestions for project work are given. The book includes an appendix giving a crash course in Bayesian reasoning, for both ease and completeness. Graduate School of Business Stanford University The mission of the Stanford Graduate School of Business is to create ideas that deepen and advance the understanding of management and with these ideas develop ... Directory of Modules 2016-17 Jump to menu Directory of Modules 2016-17. Modules below are listed alphabetically. You can search and sort by title key words academic school module code or semester. Course Listing For Courses Bellevue University This course will examine the theory and practice of cost accounting. Topics covered include cost accounting system responsibility accounting job order costing ... Four-letter Course Codes-Undergraduate - Academic Catalogs ACCT 2310 Principles of Accounting I Prerequisite: 70% score on Information Technology Qualifying Exam and MATH 1302. Introduction to the field of accounting ... Science Citation Index - Clarivate Analytics Scope Notes 2017 Science Citation Index Science Citation Index Expanded Graduate School of Operational and Information Sciences ... Graduate School of Operational and Information Sciences (GSOIS) Website. my.nps.edu/web/gsois. Dean. Gordon McCormick Ph.D. Naval Postgraduate School Research Thesis Topics - webapp. usq .edu.au Topological Insulators (TIs) are a class of quantum materials that exhibit topological surface states. These materials are usually small band gap semiconductors where ... Find a Supervisor /PhD Project - NUI Galway One of the most important parts of choosing a research programme is finding a supervisor who has relevant expertise in your area of interest. When you find a ... School of Computing and Information Systems Welcome to the School of Computing and Information Systems (SCIS)! If you do not see your course(s) listed below you may not be logged into this site. MSc in Computer Science - Student projects Project Supervisors Parts Description; Analysis and verification of stochastic hybrid systems: Alessandro Abate: Stochastic Hybrid Systems (SHS) are dynamical models ...
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