Big Data Analytics and Knowledge Discovery, Ordonez
Автор: David Loshin Название: Big Data Analytics, ISBN: 0124173195 ISBN-13(EAN): 9780124173194 Издательство: Elsevier Science Рейтинг: Цена: 4041.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A short guide for managers to introduce big data technology to their organizations and change the culture and expectations around information management.
Автор: Caballe, Santi Название: Formative Assessment, Learning Data Analytics and Gamification ISBN: 0128036370 ISBN-13(EAN): 9780128036372 Издательство: Elsevier Science Рейтинг: Цена: 15159.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Formative Assessment, Learning Data Analytics and Gamification: An ICT Education discusses the challenges associated with assessing student progress given the explosion of e-learning environments, such as MOOCs and online courses that incorporate activities such as design and modeling. This book shows educators how to effectively garner intelligent data from online educational environments that combine assessment and gamification.
This data, when used effectively, can have a positive impact on learning environments and be used for building learner profiles, community building, and as a tactic to create a collaborative team. Using numerous illustrative examples and theoretical and practical results, leading international experts discuss application of automatic techniques for e-assessment of learning activities, methods to collect, analyze, and correctly visualize learning data in educational environments, applications, benefits and challenges of using gamification techniques in academic contexts, and solutions and strategies for increasing student participation and performance.
Indexing: The books of this series are submitted to EI-Compendex and SCOPUS
Автор: Enda Ridge Название: Guerrilla Analytics, ISBN: 0128002182 ISBN-13(EAN): 9780128002186 Издательство: Elsevier Science Рейтинг: Цена: 5557.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Doing data science is difficult. Projects are typically very dynamic with requirements that change as data understanding grows. The data itself arrives piecemeal, is added to, replaced, contains undiscovered flaws and comes from a variety of sources. Teams also have mixed skill sets and tooling is often limited. Despite these disruptions, a data science team must get off the ground fast and begin demonstrating value with traceable, tested work products. This is when you need Guerrilla Analytics.
In this book, you will learn about:
The Guerrilla Analytics Principles: simple rules of thumb for maintaining data provenance across the entire analytics life cycle from data extraction, through analysis to reporting.
Reproducible, traceable analytics: how to design and implement work products that are reproducible, testable and stand up to external scrutiny.
Practice tips and war stories 90 practice tips and 16 war stories based on real-world project challenges encountered in consulting, pre-sales and research.
Preparing for battle: how to set up your team's analytics environment in terms of tooling, skill sets, workflows and conventions.
Data gymnastics: over a dozen analytics patterns that your team will encounter again and again in projects
The Guerrilla Analytics Principles: simple rules of thumb for maintaining data provenance across the entire analytics life cycle from data extraction, through analysis to reporting
Reproducible, traceable analytics: how to design and implement work products that are reproducible, testable and stand up to external scrutiny
Practice tips and war stories: 90 practice tips and 16 war stories based on real-world project challenges encountered in consulting, pre-sales and research
Preparing for battle: how to set up your team's analytics environment in terms of tooling, skill sets, workflows and conventions
Data gymnastics: over a dozen analytics patterns that your team will encounter again and again in projects
Автор: Mittal Название: Big Data Processing Using Spark in Cloud ISBN: 9811305498 ISBN-13(EAN): 9789811305498 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book describes the emergence of big data technologies and the role of Spark in the entire big data stack.
Автор: Zoran Majkic Название: Big Data Integration Theory ISBN: 3319355392 ISBN-13(EAN): 9783319355399 Издательство: Springer Рейтинг: Цена: 8384.00 р. Наличие на складе: Поставка под заказ.
Описание: This book presents a novel approach to database concepts, describing a categorical logic for database schema mapping based on views, within a framework for database integration and exchange and peer-to-peer computing. Includes practical examples.
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