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Data mining : a tutorial-based primer
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ISBN: 131538258X 1498763987 Year: 2017 Publisher: Boca Raton : Taylor & Francis, CRC Press,

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Data mining.


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Implementing Splunk 7 : effective operational intelligence to transform machine-generated data into valuable business insight
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Year: 2018 Publisher: Birmingham ; Mumbai : Packt,

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A comprehensive guide to making machine data accessible across the organization using advanced dashboards About This Book Enrich machine-generated data and transform it into useful, meaningful insights Perform search operations and configurations, build dashboards, and manage logs Extend Splunk services with scripts and advanced configurations to process optimal results Who This Book Is For This book is intended for data analysts, business analysts, and IT administrators who want to make the best use of big data, operational intelligence, log management, and monitoring within their organization. Some knowledge of Splunk services will help you get the most out of the book What You Will Learn Focus on the new features of the latest version of Splunk Enterprise 7 Master the new offerings in Splunk: Splunk Cloud and the Machine Learning Toolkit Create efficient and effective searches within the organization Master the use of Splunk tables, charts, and graph enhancements Use Splunk data models and pivots with faster data model acceleration Master all aspects of Splunk XML dashboards with hands-on applications Create and deploy advanced Splunk dashboards to share valuable business insights with peers In Detail Splunk is the leading platform that fosters an efficient methodology and delivers ways to search, monitor, and analyze growing amounts of big data. This book will allow you to implement new services and utilize them to quickly and efficiently process machine-generated big data. We introduce you to all the new features, improvements, and offerings of Splunk 7. We cover the new modules of Splunk: Splunk Cloud and the Machine Learning Toolkit to ease data usage. Furthermore, you will learn to use search terms effectively with Boolean and grouping operators. You will learn not only how to modify your search to make your searches fast but also how to use wildcards efficiently. Later you will learn how to use stats to aggregate values, a chart to turn data, and a time chart to show values over time; you'll also work with fields and chart enhancements and learn how to create a data model with faster data model acceleration. Once this is done, you will learn about XML Dashboards, working with apps, building advanced dashboards, configuring and extending Splunk, advanced deployments, and more. Finally, we teach you how to use the Machine Learning Toolkit and best practices and tips to help you implement Splunk services effectively and efficiently. By t...

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Data mining.


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Benefits of semantic data models : a study in the European goods transport industry
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ISBN: 9783959355650 Year: 2021 Publisher: Hamburg : Disserta Verlag,

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Using Mobile Phone Data to Reduce Spread of Disease
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Year: 2020 Publisher: Washington, D.C. : World Bank,

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World Bank Group, Development Economics, Development Impact Evaluation Group, 2020 - 57 pages While human mobility has important benefits for economic growth, it can generate negative externalities. This paper studies the effect of mobility on the spread of disease in a low-incidence setting when people do not internalize their risks to others. Using malaria as a case study and 15 billion mobile phone records across nine million SIM cards, this paper causally quantifies the relationship between travel and the spread of disease. The estimates indicate that an infected traveler contributes to 1.7 additional cases reported in the health facility at the traveler's destination. This paper develops a simulation-based policy tool that uses mobile phone data to inform strategic targeting of travelers based on their origins and destinations. The simulations suggest that targeting informed by mobile phone data could reduce the caseload by 50 percent more than current strategies that rely only on previous incidence.

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Data mining.


Book
Discovering business intelligence using MicroStrategy 9
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ISBN: 1782170057 1782170049 9781782170044 9781782170051 9781782170044 Year: 2013 Publisher: Birmingham, UK Packt Pub.

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This is a step-by-step tutorial that covers the basics of working with the MicroStrategy platform.If you are a BI developer who would like to use MicroStrategy to build BI apps, this book is ideal for you. This book is also for mid-management executives who need to analyze data and Excel files that are too complicated to manage. A basic concept of BI is assumed.


Book
Data mining for business applications
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ISBN: 6612956178 1282956175 9786612956171 1607506335 9781607506331 9781607506324 1607506327 Year: 2010 Publisher: Amsterdam Washington, DC IOS Press

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Data mining is already incorporated into the business processes in many sectors such as health, retail, automotive, finance, telecom and insurance as well as in government. This technology is well established in applications such as targeted marketing, customer churn detection and market basket analysis. It is also emerging as an important technology in a wide range of new application areas, such as social media, social networks and sensor networks. These areas pose new challenges both in terms of the nature of available data and the underlying support technology. This book contains extended v


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Applied data mining for business and industry.
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ISBN: 9786612123696 Year: 2009 Publisher: Chichester Wiley

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Infinispan data grid platform
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ISBN: 1283593963 9786613906410 1849518238 Year: 2012 Publisher: Birmingham : Packt Publishing,

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Build your own Enterprise Java applications using Infinispan from JBoss


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Behind every good decision : how anyone can use business analytics to turn data into profitable insight
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ISBN: 9780814449226 0814449220 1400231043 Year: 2015 Publisher: New York : American Management Association,

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There is a costly misconception in business today-that the only data that matters is BIG data, and that complex tools and data scientists are required to extract any practical information. Nothing could be further from the truth. In Behind Every Good Decision, authors and analytics experts Piyanka Jain and Puneet Sharma demonstrate how professionals at any level can take the information at their disposal and leverage it to make better decisions. The authors' streamlined frame work demystifies the process


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Splunk essentials : a fast-paced and practical guide to demystifying big data and transforming it into operational intelligence
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Year: 2016 Publisher: Birmingham, England : Packt Publishing,

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A fast-paced and practical guide to demystifying big data and transforming it into operational intelligence About This Book Want to get started with Splunk to analyze and visualize machine data? Open this book and step into the world of Splunk. Leverage the exceptional analysis and visualization capabilities to make informed decisions for your business This easy-to-follow, practical book can be used by anyone, even if you have never managed any data before Who This Book Is For This book will be perfect for you if you are a Software engineer or developer or System administrators or Business analyst who seek to correlate machine data with business metrics and provide intuitive real-time and statistical visualizations. Some knowledge or experience of previous versions of Splunk will be helpful but not essential. What You Will Learn Install and configure Splunk Gather data from different sources, isolate them by indexes, classify them into source types, and tag them with the essential fields Be comfortable with the Search Processing Language and get to know the best practices in writing search queries Create stunning and powerful dashboards Be proactive by implementing alerts and scheduled reports Use the Splunk SDK and integrate Splunk data into other applications Implement the best practices in using Splunk. In Detail Splunk is a search, analysis, and reporting platform for machine data, which has a high adoption on the market. More and more organizations want to adopt Splunk to use their data to make informed decisions. This book is for anyone who wants to manage data with Splunk. You’ll start with very basics of Splunk— installing Splunk—and then move on to searching machine data with Splunk. You will gather data from different sources, isolate them by indexes, classify them into source types, and tag them with the essential fields. After this, you will learn to create various reports, XML forms, and alerts. You will then continue using the Pivot Model to transform the data models into visualization. You will also explore visualization with D3 in Splunk. Finally you’ll be provided with some real-world best practices in using Splunk. Style and approach This fast-paced, example-rich guide will help you analyze and visualize machine data with Splunk through simple, practical instructions. Downloading the example code for this book. You can download the example code files for all Packt books you have purchased from your account at http://www.Packt...

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