Analytics To Action

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Web Analytics Action Hero

Author : Brent Dykes
Publisher : Adobe Press
ISBN 13 : 0132837943
Total Pages : 476 pages
Book Rating : 4.1/5 (328 download)

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Book Synopsis Web Analytics Action Hero by : Brent Dykes

Download or read book Web Analytics Action Hero written by Brent Dykes and published by Adobe Press. This book was released on 2011-11-12 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies need more than just web analysts and data-savvy marketers to be successful–they need action heroes! While most of us never battle evil scientists or defuse nuclear warheads, successful web analysts benefit from the same attributes that fictional action heroes embody. As a web analyst, your main goal is to improve your organization’s online performance. You can become an “action hero” by translating analysis insights into action that generates significant returns for your company. How you approach analysis is critical to your overall success. In this book, web analytics expert Brent Dykes addresses the unique challenges facing analysts and online marketers working within small and large companies, teaching you how to move beyond reporting and toward analysis to drive action and change. Taking a principle-based rather than a tool-specific approach, Brent introduces you to the Action Hero Framework that breaks down the analysis process into three key stages: Prioritize (what to analyze), Analyze (how to analyze), and Mobilize (how to drive action). And he reinforces these topics with real-world examples and practical tips from seasoned analysts at leading companies. Defines the type of environment in which action heroes thrive–not just survive–as well as how to defeat the villains of web analytics that stand in the way Arms web professionals with a strategic framework for executing online analysis, as well as an arsenal of analysis techniques Reveals how companies need to be both data-driven and action-agile to drive business value from web analytics For more action hero resources and information, check out the book’s companion site at www.Analyticshero.com. "The ideas in this book will take you days (or even weeks) to work your way through, and they fly in the face of the emotional approach to marketing. The question is: would you rather have your competition lead the way with data and science when it comes to reaching your market, or are you going to go first? That's how it is with action heroes--no guts, no glory." - Seth Godin Author We Are All Weird "Don't let the jaunty, breezy style of this book throw you off. Brent successfully - and entertainingly - packs years of experience into these pages along with case studies and insightful help on getting the most out of web analytics, adding value to your company and boosting your career trajectory." - Jim Sterne Founder of eMetrics Marketing Optimization Summit, author of "Social Media Metrics" and Chairman of the Digital Analytics Association

Relational Analytics

Author : Jody Hoffer Gittell
Publisher : Routledge
ISBN 13 : 1000391639
Total Pages : 196 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Relational Analytics by : Jody Hoffer Gittell

Download or read book Relational Analytics written by Jody Hoffer Gittell and published by Routledge. This book was released on 2021-06-13 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guidebook goes beyond people analytics to provide a research-based, practice-tested methodology for doing relational analytics, based on the science of relational coordination. We are witnessing a revolution in people analytics, where data are used to identify and leverage human talent to drive performance outcomes. Today’s workplace is interdependent, however, and individuals drive performance through networks that span department, organization and sector boundaries. This book shares the relational coordination framework, with a validated scalable analytic tool that has been used successfully across dozens of countries and industries to understand, measure and influence networks of relationships in and across organizations, and which can be applied at any level in the private and public sectors worldwide. Graduate students and practitioners in human resource management, health policy and management, organizational behavior, engineering and network analysis will appreciate the methodology and hands-on guidance this book provides, with its focus on identifying, analyzing and building networks of productive interdependence. Online resources include data appendices and statistical commands that can be used to conduct all these analyses in readers’ own organizations.

Data Analytics In Action

Author : Shawn Hahn
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (991 download)

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Book Synopsis Data Analytics In Action by : Shawn Hahn

Download or read book Data Analytics In Action written by Shawn Hahn and published by Independently Published. This book was released on 2023-06-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the Power of Data Analytics with Real-World Case Studies! Are you ready to harness the true potential of data analytics and revolutionize your business decisions? Introducing "Data Analytics in Action: Real-World Case Studies," your ultimate guide to navigating the exciting world of data analytics through practical and immersive examples. In today's data-driven landscape, organizations of all sizes and industries are realizing the transformative impact of data analytics. But how can you effectively apply these techniques to your own business? That's where this book comes in. Written with the needs of business professionals, data enthusiasts, and aspiring analysts in mind, "Data Analytics in Action" takes you on a journey through a collection of real-life case studies that illustrate the power of data analytics in action. Drawing from diverse industries such as retail, finance, healthcare, and more, these case studies provide you with invaluable insights and hands-on experience. Inside this compelling guide, you'll: Gain a solid understanding of the fundamentals of data analytics Discover how to make data-driven decisions that lead to business success Explore predictive analytics and uncover the secrets of forecasting trends and outcomes Learn how to segment customers and personalize marketing campaigns for maximum impact Dive into fraud detection and risk assessment techniques to safeguard your business Optimize your supply chain operations and enhance inventory management Harness the power of social media analytics to understand consumer sentiment Revolutionize healthcare with data analytics for improved patient outcomes Explore the world of Internet of Things (IoT) analytics and its impact on efficiency Master the art of data visualization and create compelling stories with data Navigate ethical considerations and ensure responsible data analytics practices Each chapter is filled with real-world scenarios, practical tips, and step-by-step methodologies, empowering you to apply the knowledge directly to your own projects. With a comprehensive understanding of data analytics techniques, you'll be equipped to make informed decisions, uncover hidden opportunities, and stay ahead of the competition. Whether you're a seasoned professional looking to upgrade your analytical skills or a curious beginner eager to dive into the world of data, "Data Analytics in Action: Real-World Case Studies" is your roadmap to success. Don't miss out on this opportunity to unlock the full potential of data analytics and drive your business towards unprecedented growth and innovation. Order your copy of "Data Analytics in Action: Real-World Case Studies" today and embark on a transformative journey that will revolutionize the way you harness the power of data!

Sport Business Analytics

Author : C. Keith Harrison
Publisher : CRC Press
ISBN 13 : 1498761275
Total Pages : 260 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Sport Business Analytics by : C. Keith Harrison

Download or read book Sport Business Analytics written by C. Keith Harrison and published by CRC Press. This book was released on 2016-11-18 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developing and implementing a systematic analytics strategy can result in a sustainable competitive advantage within the sport business industry. This timely and relevant book provides practical strategies to collect data and then convert that data into meaningful, value-added information and actionable insights. Its primary objective is to help sport business organizations utilize data-driven decision-making to generate optimal revenue from such areas as ticket sales and corporate partnerships. To that end, the book includes in-depth case studies from such leading sports organizations as the Orlando Magic, Tampa Bay Buccaneers, Duke University, and the Aspire Group. The core purpose of sport business analytics is to convert raw data into information that enables sport business professionals to make strategic business decisions that result in improved company financial performance and a measurable and sustainable competitive advantage. Readers will learn about the role of big data and analytics in: Ticket pricing Season ticket member retention Fan engagement Sponsorship valuation Customer relationship management Digital marketing Market research Data visualization. This book examines changes in the ticketing marketplace and spotlights innovative ticketing strategies used in various sport organizations. It shows how to engage fans with social media and digital analytics, presents techniques to analyze engagement and marketing strategies, and explains how to utilize analytics to leverage fan engagement to enhance revenue for sport organizations. Filled with insightful case studies, this book benefits both sports business professionals and students. The concluding chapter on teaching sport analytics further enhances its value to academics.

Web Analytics Action Hero

Author : Brent Dykes
Publisher : Adobe Press
ISBN 13 : 0132837943
Total Pages : 476 pages
Book Rating : 4.1/5 (328 download)

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Book Synopsis Web Analytics Action Hero by : Brent Dykes

Data Lakehouse in Action

Author : Pradeep Menon
Publisher : Packt Publishing Ltd
ISBN 13 : 1801815100
Total Pages : 206 pages
Book Rating : 4.8/5 (18 download)

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Book Synopsis Data Lakehouse in Action by : Pradeep Menon

Download or read book Data Lakehouse in Action written by Pradeep Menon and published by Packt Publishing Ltd. This book was released on 2022-03-17 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Propose a new scalable data architecture paradigm, Data Lakehouse, that addresses the limitations of current data architecture patterns Key FeaturesUnderstand how data is ingested, stored, served, governed, and secured for enabling data analyticsExplore a practical way to implement Data Lakehouse using cloud computing platforms like AzureCombine multiple architectural patterns based on an organization's needs and maturity levelBook Description The Data Lakehouse architecture is a new paradigm that enables large-scale analytics. This book will guide you in developing data architecture in the right way to ensure your organization's success. The first part of the book discusses the different data architectural patterns used in the past and the need for a new architectural paradigm, as well as the drivers that have caused this change. It covers the principles that govern the target architecture, the components that form the Data Lakehouse architecture, and the rationale and need for those components. The second part deep dives into the different layers of Data Lakehouse. It covers various scenarios and components for data ingestion, storage, data processing, data serving, analytics, governance, and data security. The book's third part focuses on the practical implementation of the Data Lakehouse architecture in a cloud computing platform. It focuses on various ways to combine the Data Lakehouse pattern to realize macro-patterns, such as Data Mesh and Data Hub-Spoke, based on the organization's needs and maturity level. The frameworks introduced will be practical and organizations can readily benefit from their application. By the end of this book, you'll clearly understand how to implement the Data Lakehouse architecture pattern in a scalable, agile, and cost-effective manner. What you will learnUnderstand the evolution of the Data Architecture patterns for analyticsBecome well versed in the Data Lakehouse pattern and how it enables data analyticsFocus on methods to ingest, process, store, and govern data in a Data Lakehouse architectureLearn techniques to serve data and perform analytics in a Data Lakehouse architectureCover methods to secure the data in a Data Lakehouse architectureImplement Data Lakehouse in a cloud computing platform such as AzureCombine Data Lakehouse in a macro-architecture pattern such as Data MeshWho this book is for This book is for data architects, big data engineers, data strategists and practitioners, data stewards, and cloud computing practitioners looking to become well-versed with modern data architecture patterns to enable large-scale analytics. Basic knowledge of data architecture and familiarity with data warehousing concepts are required.

Effective Data Storytelling

Author : Brent Dykes
Publisher : John Wiley & Sons
ISBN 13 : 1119615739
Total Pages : 336 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Effective Data Storytelling by : Brent Dykes

Download or read book Effective Data Storytelling written by Brent Dykes and published by John Wiley & Sons. This book was released on 2019-12-10 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the art and science of data storytelling—with frameworks and techniques to help you craft compelling stories with data. The ability to effectively communicate with data is no longer a luxury in today’s economy; it is a necessity. Transforming data into visual communication is only one part of the picture. It is equally important to engage your audience with a narrative—to tell a story with the numbers. Effective Data Storytelling will teach you the essential skills necessary to communicate your insights through persuasive and memorable data stories. Narratives are more powerful than raw statistics, more enduring than pretty charts. When done correctly, data stories can influence decisions and drive change. Most other books focus only on data visualization while neglecting the powerful narrative and psychological aspects of telling stories with data. Author Brent Dykes shows you how to take the three central elements of data storytelling—data, narrative, and visuals—and combine them for maximum effectiveness. Taking a comprehensive look at all the elements of data storytelling, this unique book will enable you to: Transform your insights and data visualizations into appealing, impactful data stories Learn the fundamental elements of a data story and key audience drivers Understand the differences between how the brain processes facts and narrative Structure your findings as a data narrative, using a four-step storyboarding process Incorporate the seven essential principles of better visual storytelling into your work Avoid common data storytelling mistakes by learning from historical and modern examples Effective Data Storytelling: How to Drive Change with Data, Narrative and Visuals is a must-have resource for anyone who communicates regularly with data, including business professionals, analysts, marketers, salespeople, financial managers, and educators.

Actionable Web Analytics

Author : Jason Burby
Publisher : John Wiley & Sons
ISBN 13 : 0470181133
Total Pages : 290 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Actionable Web Analytics by : Jason Burby

Download or read book Actionable Web Analytics written by Jason Burby and published by John Wiley & Sons. This book was released on 2007-08-27 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knowing everything you can about each click to your Web site can help you make strategic decisions regarding your business. This book is about the why, not just the how, of web analytics and the rules for developing a "culture of analysis" inside your organization. Why you should collect various types of data. Why you need a strategy. Why it must remain flexible. Why your data must generate meaningful action. The authors answer these critical questions—and many more—using their decade of experience in Web analytics.

Marketing Metrics in Action

Author : Laura Patterson
Publisher : Racom Communication
ISBN 13 :
Total Pages : 172 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Marketing Metrics in Action by : Laura Patterson

Download or read book Marketing Metrics in Action written by Laura Patterson and published by Racom Communication. This book was released on 2009 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Talk about marketing accountability has become almost commonplace. Most marketing executives understand the need to know the numbers. The real question is, Which numbers? Marketing Metrics in Action: Creating a Performance-Driven Marketing Organization answers those questions and addresses those problems with a balance of sound theory and technique and practical application. The author, a veteran of marketing on both sides"the client side and the consultant side"explains how you need to begin by identifying the elements of the right culture. First, every company's product makeup, competitive situation, resources, and internal strengths and weaknesses differ. So do its needs for particular metrics. It is necessary to be able to identify which metrics matter to your organization's circumstances. Next it is necessary to create a culture of accountability. Everyone in the organization has to be "and be seen as being"on the same side and n the same page. Finance can't be seen as the enemy, and Sales and Marketing need work especially hard to coordinate their efforts. But this sense of accountability needs to extend from the C-Suite to the customer service and order entry people. Quality approaches and sophisticated ideas then become much more productive in the marketplace. A metrics audit will help establish where you are now, and mapping will enable you to align processes to better develop your dashboard. This book provides wise counsel for identifying which metrics matter most to your organization and practical guidance for putting all the sophisticated marketing tools to profitable use in your company.

Storytelling with Data

Author : Cole Nussbaumer Knaflic
Publisher : John Wiley & Sons
ISBN 13 : 1119002265
Total Pages : 284 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Storytelling with Data by : Cole Nussbaumer Knaflic

Download or read book Storytelling with Data written by Cole Nussbaumer Knaflic and published by John Wiley & Sons. This book was released on 2015-10-09 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it!

Win with Advanced Business Analytics

Author : Jean-Paul Isson
Publisher : John Wiley & Sons
ISBN 13 : 1118417089
Total Pages : 416 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Win with Advanced Business Analytics by : Jean-Paul Isson

Download or read book Win with Advanced Business Analytics written by Jean-Paul Isson and published by John Wiley & Sons. This book was released on 2012-09-25 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Plain English guidance for strategic business analytics and big data implementation In today's challenging economy, business analytics and big data have become more and more ubiquitous. While some businesses don't even know where to start, others are struggling to move from beyond basic reporting. In some instances management and executives do not see the value of analytics or have a clear understanding of business analytics vision mandate and benefits. Win with Advanced Analytics focuses on integrating multiple types of intelligence, such as web analytics, customer feedback, competitive intelligence, customer behavior, and industry intelligence into your business practice. Provides the essential concept and framework to implement business analytics Written clearly for a nontechnical audience Filled with case studies across a variety of industries Uniquely focuses on integrating multiple types of big data intelligence into your business Companies now operate on a global scale and are inundated with a large volume of data from multiple locations and sources: B2B data, B2C data, traffic data, transactional data, third party vendor data, macroeconomic data, etc. Packed with case studies from multiple countries across a variety of industries, Win with Advanced Analytics provides a comprehensive framework and applications of how to leverage business analytics/big data to outpace the competition.

Realtime Data Mining

Author : Alexander Paprotny
Publisher : Springer Science & Business Media
ISBN 13 : 3319013211
Total Pages : 333 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Realtime Data Mining by : Alexander Paprotny

Download or read book Realtime Data Mining written by Alexander Paprotny and published by Springer Science & Business Media. This book was released on 2013-12-03 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describing novel mathematical concepts for recommendation engines, Realtime Data Mining: Self-Learning Techniques for Recommendation Engines features a sound mathematical framework unifying approaches based on control and learning theories, tensor factorization, and hierarchical methods. Furthermore, it presents promising results of numerous experiments on real-world data. The area of realtime data mining is currently developing at an exceptionally dynamic pace, and realtime data mining systems are the counterpart of today's “classic” data mining systems. Whereas the latter learn from historical data and then use it to deduce necessary actions, realtime analytics systems learn and act continuously and autonomously. In the vanguard of these new analytics systems are recommendation engines. They are principally found on the Internet, where all information is available in realtime and an immediate feedback is guaranteed. This monograph appeals to computer scientists and specialists in machine learning, especially from the area of recommender systems, because it conveys a new way of realtime thinking by considering recommendation tasks as control-theoretic problems. Realtime Data Mining: Self-Learning Techniques for Recommendation Engines will also interest application-oriented mathematicians because it consistently combines some of the most promising mathematical areas, namely control theory, multilevel approximation, and tensor factorization.

Intermediate Accounting, Volume 1

Author : Donald E. Kieso
Publisher : John Wiley & Sons
ISBN 13 : 1119613698
Total Pages : 850 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Intermediate Accounting, Volume 1 by : Donald E. Kieso

Download or read book Intermediate Accounting, Volume 1 written by Donald E. Kieso and published by John Wiley & Sons. This book was released on 2019-04-16 with total page 850 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the unbound, loose-leaf version of Intermediate Accounting, 17th Edition, Volume 1. This book is written by industry thought leaders, Kieso, Weygandt, and Warfield and is developed around one simple proposition: create great accountants. Upholding industry standards, this edition incorporates new data analytics content and up-to-date coverage of leases, revenue recognition, financial instruments, and US GAAP & IFRS. While maintaining its reputation for accuracy, comprehensiveness, and accessibility, Intermediate Accounting drives results by helping students build professional competencies through reliable problem material.

Analytics to Action

Author : Tim Cigelske
Publisher :
ISBN 13 : 9781520523668
Total Pages : 108 pages
Book Rating : 4.5/5 (236 download)

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Book Synopsis Analytics to Action by : Tim Cigelske

Download or read book Analytics to Action written by Tim Cigelske and published by . This book was released on 2017-02-03 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analytics to Action is a guidebook for creating a social media measurement system. Topics include selecting relevant metrics, identifying target audience, deciding which social networks to engage, optimizing posts for success, creating a management system, and predicting successful content. Technology will change, but your ability to move from analytics to action will endure.

R in Action, Third Edition

Author : Robert I. Kabacoff
Publisher : Simon and Schuster
ISBN 13 : 1638357013
Total Pages : 654 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis R in Action, Third Edition by : Robert I. Kabacoff

Download or read book R in Action, Third Edition written by Robert I. Kabacoff and published by Simon and Schuster. This book was released on 2022-06-28 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt: R is the most powerful tool you can use for statistical analysis. This definitive guide smooths R’s steep learning curve with practical solutions and real-world applications for commercial environments. In R in Action, Third Edition you will learn how to: Set up and install R and RStudio Clean, manage, and analyze data with R Use the ggplot2 package for graphs and visualizations Solve data management problems using R functions Fit and interpret regression models Test hypotheses and estimate confidence Simplify complex multivariate data with principal components and exploratory factor analysis Make predictions using time series forecasting Create dynamic reports and stunning visualizations Techniques for debugging programs and creating packages R in Action, Third Edition makes learning R quick and easy. That’s why thousands of data scientists have chosen this guide to help them master the powerful language. Far from being a dry academic tome, every example you’ll encounter in this book is relevant to scientific and business developers, and helps you solve common data challenges. R expert Rob Kabacoff takes you on a crash course in statistics, from dealing with messy and incomplete data to creating stunning visualizations. This revised and expanded third edition contains fresh coverage of the new tidyverse approach to data analysis and R’s state-of-the-art graphing capabilities with the ggplot2 package. About the technology Used daily by data scientists, researchers, and quants of all types, R is the gold standard for statistical data analysis. This free and open source language includes packages for everything from advanced data visualization to deep learning. Instantly comfortable for mathematically minded users, R easily handles practical problems without forcing you to think like a software engineer. About the book R in Action, Third Edition teaches you how to do statistical analysis and data visualization using R and its popular tidyverse packages. In it, you’ll investigate real-world data challenges, including forecasting, data mining, and dynamic report writing. This revised third edition adds new coverage for graphing with ggplot2, along with examples for machine learning topics like clustering, classification, and time series analysis. What's inside Clean, manage, and analyze data Use the ggplot2 package for graphs and visualizations Techniques for debugging programs and creating packages A complete learning resource for R and tidyverse About the reader Requires basic math and statistics. No prior experience with R needed. About the author Dr. Robert I Kabacoff is a professor of quantitative analytics at Wesleyan University and a seasoned data scientist with more than 20 years of experience. Table of Contents PART 1 GETTING STARTED 1 Introduction to R 2 Creating a dataset 3 Basic data management 4 Getting started with graphs 5 Advanced data management PART 2 BASIC METHODS 6 Basic graphs 7 Basic statistics PART 3 INTERMEDIATE METHODS 8 Regression 9 Analysis of variance 10 Power analysis 11 Intermediate graphs 12 Resampling statistics and bootstrapping PART 4 ADVANCED METHODS 13 Generalized linear models 14 Principal components and factor analysis 15 Time series 16 Cluster analysis 17 Classification 18 Advanced methods for missing data PART 5 EXPANDING YOUR SKILLS 19 Advanced graphs 20 Advanced programming 21 Creating dynamic reports 22 Creating a package

Data Analytics and Applications of the Wearable Sensors in Healthcare

Author : Shabbir Syed-Abdul
Publisher : MDPI
ISBN 13 : 3039363506
Total Pages : 498 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Data Analytics and Applications of the Wearable Sensors in Healthcare by : Shabbir Syed-Abdul

Download or read book Data Analytics and Applications of the Wearable Sensors in Healthcare written by Shabbir Syed-Abdul and published by MDPI. This book was released on 2020-06-17 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a collection of comprehensive research articles on data analytics and applications of wearable devices in healthcare. This Special Issue presents 28 research studies from 137 authors representing 37 institutions from 19 countries. To facilitate the understanding of the research articles, we have organized the book to show various aspects covered in this field, such as eHealth, technology-integrated research, prediction models, rehabilitation studies, prototype systems, community health studies, ergonomics design systems, technology acceptance model evaluation studies, telemonitoring systems, warning systems, application of sensors in sports studies, clinical systems, feasibility studies, geographical location based systems, tracking systems, observational studies, risk assessment studies, human activity recognition systems, impact measurement systems, and a systematic review. We would like to take this opportunity to invite high quality research articles for our next Special Issue entitled “Digital Health and Smart Sensors for Better Management of Cancer and Chronic Diseases” as a part of Sensors journal.

Process Mining

Author : Wil M. P. van der Aalst
Publisher : Springer
ISBN 13 : 3662498510
Total Pages : 477 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Process Mining by : Wil M. P. van der Aalst

Download or read book Process Mining written by Wil M. P. van der Aalst and published by Springer. This book was released on 2016-04-15 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a considerably expanded section on software tools and a completely new chapter of process mining in the large. It is self-contained, while at the same time covering the entire process-mining spectrum from process discovery to predictive analytics. After a general introduction to data science and process mining in Part I, Part II provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Next, Part III focuses on process discovery as the most important process mining task, while Part IV moves beyond discovering the control flow of processes, highlighting conformance checking, and organizational and time perspectives. Part V offers a guide to successfully applying process mining in practice, including an introduction to the widely used open-source tool ProM and several commercial products. Lastly, Part VI takes a step back, reflecting on the material presented and the key open challenges. Overall, this book provides a comprehensive overview of the state of the art in process mining. It is intended for business process analysts, business consultants, process managers, graduate students, and BPM researchers.