Data Analytics for the Social Sciences, Garson, G. David

Автор: Trevor Hastie; Robert Tibshirani; Jerome Friedman
Название: The Elements of Statistical Learning
ISBN: 0387848576 ISBN-13(EAN): 9780387848570
Издательство: Springer
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Цена: 69870.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This major new edition features many topics not covered in the original, including graphical models, random forests, and ensemble methods. As before, it covers the conceptual framework for statistical data in our rapidly expanding computerized world.

Автор: Bremer Martina, Doerge Rebecca W.
Название: Using R at the Bench: Step-By-Step Data Analytics for Biologists
ISBN: 1621821129 ISBN-13(EAN): 9781621821120
Издательство: Неизвестно
Рейтинг:
Цена: 102690.00 T
Наличие на складе: Невозможна поставка.
Описание: Using R at the Bench: Step-by-Step Data Analytics for Biologists is a convenient bench-side handbook for biologists, designed as a handy reference guide for elementary and intermediate statistical analyses using the free/public software package known as R. The expectations for biologists to
have a more complete understanding of statistics are growing rapidly. New technologies and new areas of science, such as microarrays, next-generation sequencing, and proteomics, have dramatically increased the need for quantitative reasoning among biologists when designing experiments and
interpreting results. Even the most routine informatics tools rely on statistical assumptions and methods that need to be appreciated if the scientific results are to be correct, understood, and exploited fully.

Although the original Statistics at the Bench is still available for sale and has all examples in Excel, this new book uses the same text and examples in R. A new chapter introduces the basics of R: where to download, how to get started, and some basic commands and resources. There is also a new
chapter that explains how to analyze next-generation sequencing data using R (specifically, RNA-Seq). R is powerful statistical software with many specialized packages for biological applications and Using R at the Bench: Step-by-Step Data Analytics for Biologists is an excellent resource for those
biologists who want to learn R. This handbook for working scientists provides a simple refresher for those who have forgotten what they once knew and an overview for those wishing to use more quantitative reasoning in their research. Statistical methods, as well as guidelines for the interpretation
of results, are explained using simple examples. Throughout the book, examples are accompanied by detailed R commands for easy reference.

Автор: Shinde, Gitanjali Rahul (department Of Computer Engineering, Stes`s, Smt. Kashibai Navale College Of Engineering, Pune, India) Kalamkar, Asmita Balasa
Название: Data analytics for coronavirus disease (covid-19) outbreak
ISBN: 0367558467 ISBN-13(EAN): 9780367558468
Издательство: Taylor&Francis
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Цена: 58170.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The focus of this book is data analytics for COVID-19 which includes an overview of COVID-19 in terms of epidemic/pandemic, data processing and knowledge extraction. Data sources, storage and platforms are discussed along with discussion on data models, their performance, different Big data techniques, tools and technologies.

Автор: Skillicorn, David B.
Название: Cyberspace, data analytics, and policing
ISBN: 036764276X ISBN-13(EAN): 9780367642761
Издательство: Taylor&Francis
Рейтинг:
Цена: 68390.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Cyberspace, Data Analytics, and Policing surveys the changes that cyberspace has brought to criminality and to policing with enough technical content to expose the issues and suggest ways in which law enforcement organizations can adapt.

Автор: Perros, Harry G.
Название: An Introduction to IoT Analytics
ISBN: 0367686317 ISBN-13(EAN): 9780367686314
Издательство: Taylor&Francis
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Цена: 48990.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book covers techniques that can be used to analyze data from IoT sensors and also addresses questions regarding the performance of an IoT system. It strikes a balance between practice and theory so that one can learn how to apply these tools in practice with a good understanding of their inner workings.

Автор: Frick, Theodore W. Myers, Rodney D. Dagli, Cesur Barrett, Andrew F.
Название: Innovative learning analytics for evaluating instruction
ISBN: 103200018X ISBN-13(EAN): 9781032000183
Издательство: Taylor&Francis
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Цена: 53070.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Innovative Learning Analytics for Evaluating Instruction covers the application of a forward-thinking research methodology that uses big data to evaluate the effectiveness of online instruction. Analysis of Patterns in Time (APT) is a practical analytic approach that finds meaningful patterns in massive data sets, capturing temporal maps of students’ learning journeys by combining qualitative and quantitative methods. Offering conceptual and research overviews, design principles, historical examples, and more, this book demonstrates how APT can yield strong, easily generalizable empirical evidence through big data; help students succeed in their learning journeys; and document the extraordinary effectiveness of First Principles of Instruction. It is an ideal resource for faculty and professionals in instructional design, learning engineering, online learning, program evaluation, and research methods.

Автор: Vowels Susan, Leaming Goldberg Katherine
Название: Teaching Data Analytics: Pedagogy and Program Design
ISBN: 1032091894 ISBN-13(EAN): 9781032091891
Издательство: Taylor&Francis
Рейтинг:
Цена: 47970.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Geared towards educators interested in developing curriculum related to data analytics. Contains best practices for individual courses and program development.

Автор: Paczkowski Walter R.
Название: Business Analytics: Data Science for Business Problems
ISBN: 3030870227 ISBN-13(EAN): 9783030870225
Издательство: Springer
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Цена: 79190.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book focuses on three core knowledge requirements for effective and thorough data analysis for solving business problems. This volume will be useful to business data analysts, data scientists, and market research professionals, as well as aspiring practitioners in business data analytics.

Автор: Wesolowski Brian C.
Название: From Data to Decisions in Music Education Research: Data Analytics and the General Linear Model Using R
ISBN: 1032060522 ISBN-13(EAN): 9781032060521
Издательство: Taylor&Francis
Рейтинг:
Цена: 148010.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: From Data to Decisions in Music Education Research provides a structured and hands-on approach to working with empirical data in the context of music education research.

Автор: Samanta Debabrata, Islam Sk Hafizul, Chilamkurti Naveen
Название: Data Analytics, Computational Statistics, and Operations Research for Engineers: Methodologies and Applications
ISBN: 0367715112 ISBN-13(EAN): 9780367715113
Издательство: Taylor&Francis
Рейтинг:
Цена: 148010.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book investigates the role of data mining in computational statistics for machine learning. It offers applications that can be used in various domains and examines the role of transformation functions in optimizing problem statements.

Автор: Roy Sudipta, Goyal Lalit Mohan, Mittal Mamta
Название: Advanced Prognostic Predictive Modelling in Healthcare Data Analytics
ISBN: 9811605408 ISBN-13(EAN): 9789811605406
Издательство: Springer
Рейтинг:
Цена: 167700.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book discusses major technical advancements and research findings in the field of prognostic modelling in healthcare image and data analysis.

Автор: Ghatak
Название: People Analytics
ISBN: 9811938725 ISBN-13(EAN): 9789811938726
Издательство: Springer
Рейтинг:
Цена: 51230.00 T
Наличие на складе: Поставка под заказ.
Описание: This book is an exploration of the people analytics possibility, bringing out both theoretical frameworks and detailed practical case studies from the author's experience in industry and business across both sides of the table, with an understanding of data science models and SMAC (Social, Mobile & Cloud) technologies underpinning it. It further explores and lays out a business case for why organizations need to invest behind this space and why HR functions and businesses need to embrace and adopt it. The book examines how people analytics makes a difference to business, describes stages of adoption and maturity models for its effective deployment in organizations and explores the journey from employee master data management and conversion to reporting and visualizations to dash-boarding and descriptive analytics, operational analytics to finally predictive modelling. The book provides insights on the impact of big data and social networks on HR and talent frameworks and the opportunity for HR to mine these networks with a view to culling out predictive insights for the business. It also describes in great detail the specific applications of people and talent analytics through case examples. The book discusses and makes the case for HR to be metric driven focused on business outcomes. It enumerates upon “lead” and “lag” indicators and the need to leverage relevant measurement systems. It provides an understanding of relevant statistical tools that could be deployed to mine key insights from the data to enable robust decision-making, and examines the power of “visual intelligence” and data representation that goes beyond traditional tools like Excel. This book is for HR practitioners who seek to challenge the status quo. It does so by helping them leverage a data and evidence based approach; asking the right questions and building new capabilities with a view towards leading change and driving transformation both in their domain, the wider business and the larger organization. The book is also useful for HRM students to gain a deep understanding of “people analytics” as a critical sub-domain within HR. “HR is not just about people but now also about Tech, Data and Analytics. Upgrading numerical/analytics skills in order to have greater impact on the business, is the new wave of HR, which Rahul helps address via his own rich experience.” - Gurprriet Siingh, Managing Director, Russell Reynolds Associates, Mumbai, India. “This book would help HR & Leadership Teams find a way of discarding perceptions and uncovering truth by embracing data patterns as opposed to just continuing with incremental changes to how it has always been. This is particularly so of successful organizations.” - Vikas Gupta, Divisional Chief Executive Officer, Education and Stationery Products Business, ITC Limited, Gurugram, India.