Applied Advanced Analytics

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  • Publisher : Springer Nature
  • Release : 08 June 2021
  • ISBN : 9789813366565
  • Page : 234 pages
  • Rating : 4.5/5 from 103 voters

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This book covers several new areas in the growing field of analytics with some innovative applications in different business contexts, and consists of selected presentations at the 6th IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence. The book is conceptually divided in seven parts. The first part gives expository briefs on some topics of current academic and practitioner interests, such as data streams, binary prediction and reliability shock models. In the second part, the contributions look at artificial intelligence applications with chapters related to explainable AI, personalized search and recommendation, and customer retention management. The third part deals with credit risk analytics, with chapters on optimization of credit limits and mitigation of agricultural lending risks. In its fourth part, the book explores analytics and data mining in the retail context. In the fifth part, the book presents some applications of analytics to operations management. This part has chapters related to improvement of furnace operations, forecasting food indices and analytics for improving student learning outcomes. The sixth part has contributions related to adaptive designs in clinical trials, stochastic comparisons of systems with heterogeneous components and stacking of models. The seventh and final part contains chapters related to finance and economics topics, such as role of infrastructure and taxation on economic growth of countries and connectedness of markets with heterogenous agents, The different themes ensure that the book would be of great value to practitioners, post-graduate students, research scholars and faculty teaching advanced business analytics courses.

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Applied Advanced Analytics

Applied Advanced Analytics
  • Author : Arnab Kumar Laha
  • Publisher : Springer Nature
  • Release Date : 2021-06-08
  • ISBN : 9789813366565
GET THIS BOOKApplied Advanced Analytics

This book covers several new areas in the growing field of analytics with some innovative applications in different business contexts, and consists of selected presentations at the 6th IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence. The book is conceptually divided in seven parts. The first part gives expository briefs on some topics of current academic and practitioner interests, such as data streams, binary prediction and reliability shock models. In the second part, the contributions look at

Applied Business Analytics

Applied Business Analytics
  • Author : Nathaniel Lin
  • Publisher : FT Press
  • Release Date : 2014-12-12
  • ISBN : 9780133481532
GET THIS BOOKApplied Business Analytics

Bridge the gap between analytics and execution, and actually translate analytics into better business decision-making! Now that you've collected data and crunched numbers, Applied Business Analytics reveals how to fully apply the information and knowledge you've gleaned from quants and tech teams. Nathaniel Lin explains why "analytics value chains" often break due to organizational and cultural issues, and offers "in the trenches" guidance for overcoming these obstacles. You'll discover why a special breed of "analytics deciders" is indispensable for any

Applying Advanced Analytics to HR Management Decisions

Applying Advanced Analytics to HR Management Decisions
  • Author : James C. Sesil
  • Publisher : FT Press
  • Release Date : 2013-09-24
  • ISBN : 9780133064643
GET THIS BOOKApplying Advanced Analytics to HR Management Decisions

Dramatically improve human capital management decisions by applying advanced analytics and "Big Data" technologies and processes! Pioneering HR technology expert James Sesil identifies widespread flaws in today's HR decision-making processes, and reveals how advanced analytics can help organizations make far more robust decisions about employee selection, performance management, strategy alignment, collaboration, and more. In this book he shows how to integrate Business Intelligence, ERP, Strategy Maps, Talent Management Suites, and advanced analytics -- and use them together to make far

Advances in Analytics and Applications

Advances in Analytics and Applications
  • Author : Arnab Kumar Laha
  • Publisher : Springer
  • Release Date : 2018-09-07
  • ISBN : 9789811312083
GET THIS BOOKAdvances in Analytics and Applications

This book includes selected papers submitted to the ICADABAI-2017 conference, offering an overview of the new methodologies and presenting innovative applications that are of interest to both academicians and practitioners working in the area of analytics. It discusses predictive analytics applications, machine learning applications, human resource analytics, operations analytics, analytics in finance, methodology and econometric applications. The papers in the predictive analytics applications section discuss web analytics, email marketing, customer churn prediction, retail analytics and sports analytics. The section on

Applied Advanced Analytics

Applied Advanced Analytics
  • Author : Arnab Kumar Laha
  • Publisher : Springer
  • Release Date : 2021-05-21
  • ISBN : 9813366559
GET THIS BOOKApplied Advanced Analytics

This book covers several new areas in the growing field of analytics with some innovative applications in different business contexts, and consists of selected presentations at the 6th IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence. The book is conceptually divided in seven parts. The first part gives expository briefs on some topics of current academic and practitioner interests, such as data streams, binary prediction and reliability shock models. In the second part, the contributions look at

Data Analytics Applied to the Mining Industry

Data Analytics Applied to the Mining Industry
  • Author : Ali Soofastaei
  • Publisher : CRC Press
  • Release Date : 2020-11-13
  • ISBN : 9780429781766
GET THIS BOOKData Analytics Applied to the Mining Industry

Data Analytics Applied to the Mining Industry describes the key challenges facing the mining sector as it transforms into a digital industry able to fully exploit process automation, remote operation centers, autonomous equipment and the opportunities offered by the industrial internet of things. It provides guidelines on how data needs to be collected, stored and managed to enable the different advanced data analytics methods to be applied effectively in practice, through use of case studies, and worked examples. Aimed at

Applied Statistical Modeling and Data Analytics

Applied Statistical Modeling and Data Analytics
  • Author : Srikanta Mishra,Akhil Datta-Gupta
  • Publisher : Elsevier
  • Release Date : 2017-10-27
  • ISBN : 9780128032800
GET THIS BOOKApplied Statistical Modeling and Data Analytics

Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences provides a practical guide to many of the classical and modern statistical techniques that have become established for oil and gas professionals in recent years. It serves as a "how to" reference volume for the practicing petroleum engineer or geoscientist interested in applying statistical methods in formation evaluation, reservoir characterization, reservoir modeling and management, and uncertainty quantification. Beginning with a foundational discussion of exploratory data analysis, probability

Applied Predictive Analytics

Applied Predictive Analytics
  • Author : Dean Abbott
  • Publisher : John Wiley & Sons
  • Release Date : 2014-03-31
  • ISBN : 9781118727690
GET THIS BOOKApplied Predictive Analytics

Learn the art and science of predictive analytics — techniques that get results Predictive analytics is what translates big data into meaningful, usable business information. Written by a leading expert in the field, this guide examines the science of the underlying algorithms as well as the principles and best practices that govern the art of predictive analytics. It clearly explains the theory behind predictive analytics, teaches the methods, principles, and techniques for conducting predictive analytics projects, and offers tips and tricks

Applied Data Analytics - Principles and Applications

Applied Data Analytics - Principles and Applications
  • Author : Johnson I. Agbinya
  • Publisher : River Publishers Signal, Image
  • Release Date : 2019-07-30
  • ISBN : 8770220964
GET THIS BOOKApplied Data Analytics - Principles and Applications

The emergence of huge amounts of data which require analysis and in some cases real-time processing has forced exploration into fast algorithms for handling very large data sizes. Analysis of x-ray images in medical applications, cyber security data, crime data, telecommunications and stock market data, health records and business analytics data are but a few areas of interest. Applications and platforms including R, RapidMiner and Weka provide the basis for analysis, often used by practitioners who pay little to no

Customer and Business Analytics

Customer and Business Analytics
  • Author : Daniel S. Putler,Robert E. Krider
  • Publisher : CRC Press
  • Release Date : 2015-09-15
  • ISBN : 9781498759700
GET THIS BOOKCustomer and Business Analytics

Customer and Business Analytics: Applied Data Mining for Business Decision Making Using R explains and demonstrates, via the accompanying open-source software, how advanced analytical tools can address various business problems. It also gives insight into some of the challenges faced when deploying these tools. Extensively classroom-tested, the text is ideal for students in customer and business analytics or applied data mining as well as professionals in small- to medium-sized organizations. The book offers an intuitive understanding of how different analytics

Advanced Analytics with Transact-SQL

Advanced Analytics with Transact-SQL
  • Author : Dejan Sarka
  • Publisher : Apress
  • Release Date : 2021-07-31
  • ISBN : 1484271726
GET THIS BOOKAdvanced Analytics with Transact-SQL

Learn about business intelligence (BI) features in T-SQL and how they can help you with data science and analytics efforts without the need to bring in other languages such as R and Python. This book shows you how to compute statistical measures using your existing skills in T-SQL. You will learn how to calculate descriptive statistics, including centers, spreads, skewness, and kurtosis of distributions. You will also learn to find associations between pairs of variables, including calculating linear regression formulas

Advances in Subsurface Data Analytics

Advances in Subsurface Data Analytics
  • Author : Shuvajit Bhattacharya,Haibin Di
  • Publisher : Elsevier
  • Release Date : 2022-05-27
  • ISBN : 9780128223086
GET THIS BOOKAdvances in Subsurface Data Analytics

Advances in Subsurface Data Analytics: Traditional and Physics-Based Approaches brings together the fundamentals of popular and emerging machine learning (ML) algorithms with their applications in subsurface analysis, including geology, geophysics, petrophysics, and reservoir engineering. The book is divided into four parts: traditional ML, deep learning, physics-based ML, and new directions, with an increasing level of diversity and complexity of topics. Each chapter focuses on one ML algorithm with a detailed workflow for a specific application in geosciences. Some chapters also

Applied Sport Business Analytics

Applied Sport Business Analytics
  • Author : Christopher Atwater,Robert E. Baker,Ted Kwartler
  • Publisher : Human Kinetics
  • Release Date : 2022-02-21
  • ISBN : 9781492598541
GET THIS BOOKApplied Sport Business Analytics

Applied Sport Business Analytics With HKPropel Access provides a practical explanation of the use of data analytic metrics in sport, exploring selected techniques and tools as well as addressing fundamental applications of analytics within modern sports organizations. Current and aspiring sport managers will develop their understanding of how analytics can be used strategically to make data-informed decisions by selecting and translating data into evidence and meaningful metrics. The text begins with an introduction to the world of analytics, exploring the

Advanced Analytics for Better Tax Administration Putting Data to Work

Advanced Analytics for Better Tax Administration Putting Data to Work
  • Author : OECD
  • Publisher : OECD Publishing
  • Release Date : 2016-05-13
  • ISBN : 9789264256453
GET THIS BOOKAdvanced Analytics for Better Tax Administration Putting Data to Work

This report highlights the key opportunities and challenges in establishing, operating, or improving advanced analytics functions in tax administrations. The report provides practical examples of how administrations are currently utilising advanced analytics, and discusses key topics.

Cognitive Computing and Big Data Analytics

Cognitive Computing and Big Data Analytics
  • Author : Judith S. Hurwitz,Marcia Kaufman,Adrian Bowles
  • Publisher : John Wiley & Sons
  • Release Date : 2015-04-08
  • ISBN : 9781118896785
GET THIS BOOKCognitive Computing and Big Data Analytics

A comprehensive guide to learning technologies that unlock thevalue in big data Cognitive Computing provides detailed guidance towardbuilding a new class of systems that learn from experience andderive insights to unlock the value of big data. This book helpstechnologists understand cognitive computing's underlyingtechnologies, from knowledge representation techniques and naturallanguage processing algorithms to dynamic learning approaches basedon accumulated evidence, rather than reprogramming. Detailed caseexamples from the financial, healthcare, and manufacturing walkreaders step-by-step through the design and testing of cognitivesystems, and expert