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Learning Analytics Cookbook: How to Support Learning Processes Through Data Analytics and Visualization

This book offers an introduction and hands-on examples that demonstrate how Learning Analytics (LA) can be used to enhance digital learning;

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Visualizations and Dashboards for Learning Analytics

This edited volume fills the gaps in existing literature on visualization and dashboard design for learning analytics. To do so, it;

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Learning Analytics in Higher Education

of learning analytics into practice, organizational barriers and opportunities for harnessing Big Data to create and support use of these tools, and;

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Learning Analytics in Higher Education

of learning analytics into practice, organizational barriers and opportunities for harnessing Big Data to create and support use of these tools, and;

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Big Data and Health Analytics

illustrate the business processes underlying the use of big data and health analytics to improve health care delivery. Highlighting lessons;

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Utilizing Learning Analytics to Support Study Success

. Utilizing Learning Analytics to Support Study Success ably exemplifies how educational data and innovative digital technologies contribute to;

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Educational Improvement Through Data Mining & Analytics

how data mining and analytics work and how they can be applied within online learning systems to support education-related decision making.;

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Advanced Analytics with R and Tableau

and unsupervised learning algorithms in R to return values to Tableau. * Make quick, cogent, and data-driven decisions for your business;

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Adoption of Data Analytics in Higher Education Learning and Teaching

The book aims to advance global knowledge and practice in applying data science to transform higher education learning and teaching to;

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Data Analytics Applications in Education

in their evaluation and decision processes. Also, in education and learning, big data analytics is being used to enhance the learning process, to;

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Data Analytics Applications in Education

in their evaluation and decision processes. Also, in education and learning, big data analytics is being used to enhance the learning process, to;

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Recent Developments in Data Science and Business Analytics

, computer science and engineering. Data science and business analytics is an interdisciplinary field about processes and systems to extract;

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Learning Analytics Goes to School

Learning Analytics Goes to School presents a framework for engaging in education research and improving education practice through the use;

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Learning Analytics Goes to School

Learning Analytics Goes to School presents a framework for engaging in education research and improving education practice through the use;

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Data Analytics in Biomedical Engineering and Healthcare

>Shows readers how to develop clinical decision support systems Shows researchers and specialists how to use hybrid learning for better;

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Advancing the Power of Learning Analytics and Big Data in Education

improve quality. It uses data about students and their activities to provide better understanding and to improve student learning. The use;

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Military Applications of Data Analytics

, decision making, analysis of alternatives, and myriad other analytical processes. Data analytics is seen as having a role in military learning, and;

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Data Science

, Machine Learning, and Big Data - That You Don't Data Science for Business: Predictive Modeling, Data Mining, Data Analytics, Data Warehousing;

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Big Data Analytics Methods

data scientists insight on how to overcome challenges and avoid common pitfalls and traps in data analytics. The book offers;

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Learning Analytics

for improvement and ensure that efforts are aligned to the business' needs. Learning Analytics outlines how analytical approaches can respond;

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Learning Analytics

for improvement and ensure that efforts are aligned to the business' needs. Learning Analytics outlines how analytical approaches can respond;

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Recent Developments in Machine Learning and Data Analytics

. Further, it features work that shows how to apply learning methods to solve important application problems as well as how machine learning;

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Healthcare Analytics Made Simple

data from electronic health record (EHR) surveys, and how to make predictive models with this data through real-world algorithms and code;

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Supply Chain Analytics

describing the key Supply Chain processes through worked examples, and the methods that can be applied to improve those processes, the book presents;

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Learning Analytics Explained

Learning Analytics Explained draws extensively from case studies and interviews with experts in order to discuss emerging applications;

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Learning Analytics Explained

Learning Analytics Explained draws extensively from case studies and interviews with experts in order to discuss emerging applications;

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A Beginner s Guide to Learning Analytics

to learning and development programs and helps educational institutions to identify learners who require support and provide a more;

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