A Pilot Study Of Predicting Failing Grades Using Data From Uclas Learning Management System

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A Pilot Study of Predicting Failing Grades Using Data from UCLA's Learning Management System

Author : Elliot Kang
Publisher :
ISBN 13 :
Total Pages : 66 pages
Book Rating : 4.:/5 (17 download)

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Book Synopsis A Pilot Study of Predicting Failing Grades Using Data from UCLA's Learning Management System by : Elliot Kang

Download or read book A Pilot Study of Predicting Failing Grades Using Data from UCLA's Learning Management System written by Elliot Kang and published by . This book was released on 2017 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: UCLA develops and uses a learning management system to provide an online environment for students to access and interact with course content. The data collected by the learning management system is a direct measure of student activity, and provides information that augments known information about the student, such as assignment grades and demographics. This paper assesses UCLA's learning management system data for its usefulness in creating an early warning system that will advise instructors and students of whether a student is likely to receive a failing grade. The data are used in two analyses: an exploratory analysis of how students use the learning management system, and a predictive model to forecast end-of-term grades based on partial-term information. Recommendations on how to generalize the results across the UCLA undergraduate population are drawn from the findings of the analyses.

Research in Education

Author :
Publisher :
ISBN 13 :
Total Pages : 1208 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Research in Education by :

Download or read book Research in Education written by and published by . This book was released on 1974 with total page 1208 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Research Methods in Human Development

Author : Paul C. Cozby
Publisher : WCB/McGraw-Hill
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Research Methods in Human Development by : Paul C. Cozby

Download or read book Research Methods in Human Development written by Paul C. Cozby and published by WCB/McGraw-Hill. This book was released on 1989 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: For undergradute social science majors. A textbook on the interpretation and use of research. Annotation copyright Book News, Inc. Portland, Or.

Handbook of Research on Student Engagement

Author : Sandra L. Christenson
Publisher : Springer Science & Business Media
ISBN 13 : 1461420172
Total Pages : 839 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Handbook of Research on Student Engagement by : Sandra L. Christenson

Download or read book Handbook of Research on Student Engagement written by Sandra L. Christenson and published by Springer Science & Business Media. This book was released on 2012-02-23 with total page 839 pages. Available in PDF, EPUB and Kindle. Book excerpt: For more than two decades, the concept of student engagement has grown from simple attention in class to a construct comprised of cognitive, emotional, and behavioral components that embody and further develop motivation for learning. Similarly, the goals of student engagement have evolved from dropout prevention to improved outcomes for lifelong learning. This robust expansion has led to numerous lines of research across disciplines and are brought together clearly and comprehensively in the Handbook of Research on Student Engagement. The Handbook guides readers through the field’s rich history, sorts out its component constructs, and identifies knowledge gaps to be filled by future research. Grounding data in real-world learning situations, contributors analyze indicators and facilitators of student engagement, link engagement to motivation, and gauge the impact of family, peers, and teachers on engagement in elementary and secondary grades. Findings on the effectiveness of classroom interventions are discussed in detail. And because assessing engagement is still a relatively new endeavor, chapters on measurement methods and issues round out this important resource. Topical areas addressed in the Handbook include: Engagement across developmental stages. Self-efficacy in the engaged learner. Parental and social influences on engagement and achievement motivation. The engaging nature of teaching for competency development. The relationship between engagement and high-risk behavior in adolescents. Comparing methods for measuring student engagement. An essential guide to the expanding knowledge base, the Handbook of Research on Student Engagement serves as a valuable resource for researchers, scientist-practitioners, and graduate students in such varied fields as clinical child and school psychology, educational psychology, public health, teaching and teacher education, social work, and educational policy.

Student Success in College

Author : George D. Kuh
Publisher : John Wiley & Sons
ISBN 13 : 1118046854
Total Pages : 422 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Student Success in College by : George D. Kuh

Download or read book Student Success in College written by George D. Kuh and published by John Wiley & Sons. This book was released on 2011-01-07 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Student Success in College describes policies, programs, and practices that a diverse set of institutions have used to enhance student achievement. This book clearly shows the benefits of student learning and educational effectiveness that can be realized when these conditions are present. Based on the Documenting Effective Educational Practice (DEEP) project from the Center for Postsecondary Research at Indiana University, this book provides concrete examples from twenty institutions that other colleges and universities can learn from and adapt to help create a success-oriented campus culture and learning environment.

Resources in Education

Author :
Publisher :
ISBN 13 :
Total Pages : 1100 pages
Book Rating : 4.U/5 (183 download)

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Book Synopsis Resources in Education by :

Download or read book Resources in Education written by and published by . This book was released on 1979 with total page 1100 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Education for Life and Work

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309256496
Total Pages : 203 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Education for Life and Work by : National Research Council

Download or read book Education for Life and Work written by National Research Council and published by National Academies Press. This book was released on 2013-01-18 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: Americans have long recognized that investments in public education contribute to the common good, enhancing national prosperity and supporting stable families, neighborhoods, and communities. Education is even more critical today, in the face of economic, environmental, and social challenges. Today's children can meet future challenges if their schooling and informal learning activities prepare them for adult roles as citizens, employees, managers, parents, volunteers, and entrepreneurs. To achieve their full potential as adults, young people need to develop a range of skills and knowledge that facilitate mastery and application of English, mathematics, and other school subjects. At the same time, business and political leaders are increasingly asking schools to develop skills such as problem solving, critical thinking, communication, collaboration, and self-management - often referred to as "21st century skills." Education for Life and Work: Developing Transferable Knowledge and Skills in the 21st Century describes this important set of key skills that increase deeper learning, college and career readiness, student-centered learning, and higher order thinking. These labels include both cognitive and non-cognitive skills- such as critical thinking, problem solving, collaboration, effective communication, motivation, persistence, and learning to learn. 21st century skills also include creativity, innovation, and ethics that are important to later success and may be developed in formal or informal learning environments. This report also describes how these skills relate to each other and to more traditional academic skills and content in the key disciplines of reading, mathematics, and science. Education for Life and Work: Developing Transferable Knowledge and Skills in the 21st Century summarizes the findings of the research that investigates the importance of such skills to success in education, work, and other areas of adult responsibility and that demonstrates the importance of developing these skills in K-16 education. In this report, features related to learning these skills are identified, which include teacher professional development, curriculum, assessment, after-school and out-of-school programs, and informal learning centers such as exhibits and museums.

Research Awards Index

Author :
Publisher :
ISBN 13 :
Total Pages : 1070 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Research Awards Index by :

Download or read book Research Awards Index written by and published by . This book was released on with total page 1070 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Rand/UCLA Appropriateness Method User's Manual

Author : Kathryn Fitch
Publisher : Rand Corporation
ISBN 13 : 9780833029188
Total Pages : 109 pages
Book Rating : 4.0/5 (291 download)

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Book Synopsis The Rand/UCLA Appropriateness Method User's Manual by : Kathryn Fitch

Download or read book The Rand/UCLA Appropriateness Method User's Manual written by Kathryn Fitch and published by Rand Corporation. This book was released on 2001 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health systems should function in such a way that the amount of inappropriate care is minimized, while at the same time stinting as little as possible on appropriate and necessary care. The ability to determine and identify which care is overused and which is underused is essential to this functioning. To this end, the "RAND/UCLA Appropriateness Method" was developed in the 1980s. It has been further developed and refined in North America and, increasingly, in Europe. The rationale behind the method is that randomized clinical trials--the "gold standard" for evidence-based medicine--are generally either not available or cannot provide evidence at a level of detail sufficient to apply to the wide range of patients seen in everyday clinical practice. Although robust scientific evidence about the benefits of many procedures is lacking, physicians must nonetheless make decisions every day about when to use them. Consequently, a method was developed that combined the best available scientific evidence with the collective judgment of experts to yield a statement regarding the appropriateness of performing a procedure at the level of patient-specific symptoms, medical history, and test results. This manual presents step-by-step guidelines for conceptualising, designing, and carrying out a study of the appropriateness of medical or surgical procedures (for either diagnosis or treatment) using the RAND/UCLA Appropriateness Method. The manual distills the experience of many researchers in North America and Europe and presents current (as of the year 2000) thinking on the subject. Although the manual is self-contained and complete, the authors do not recommend that those unfamiliar with the RAND/UCLA Appropriateness Method independently conduct an appropriateness study; instead, they suggest "seeing one" before "doing one." To this end, contact information is provided to assist potential users of the method.

Cracking the code

Author : UNESCO
Publisher : UNESCO Publishing
ISBN 13 : 9231002333
Total Pages : 82 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis Cracking the code by : UNESCO

Download or read book Cracking the code written by UNESCO and published by UNESCO Publishing. This book was released on 2017-09-04 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report aims to 'crack the code' by deciphering the factors that hinder and facilitate girls' and women's participation, achievement and continuation in science, technology, engineering and mathematics (STEM) education and, in particular, what the education sector can do to promote girls' and women's interest in and engagement with STEM education and ultimately STEM careers.

Resources in Education

Author :
Publisher :
ISBN 13 :
Total Pages : 1000 pages
Book Rating : 4.3/5 (126 download)

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Book Synopsis Resources in Education by :

Download or read book Resources in Education written by and published by . This book was released on 1979 with total page 1000 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Grading the Nation's Report Card

Author : Committee on the Evaluation of National and State Assessments of Educational Progress
Publisher : National Academies Press
ISBN 13 : 0309524830
Total Pages : 302 pages
Book Rating : 4.3/5 (95 download)

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Book Synopsis Grading the Nation's Report Card by : Committee on the Evaluation of National and State Assessments of Educational Progress

Download or read book Grading the Nation's Report Card written by Committee on the Evaluation of National and State Assessments of Educational Progress and published by National Academies Press. This book was released on 1999-01-06 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the late 1960s, the National Assessment of Educational Progress (NAEP)--the nation's report card--has been the only continuing measure of student achievement in key subject areas. Increasingly, educators and policymakers have expected NAEP to serve as a lever for education reform and many other purposes beyond its original role. Grading the Nation's Report Card examines ways NAEP can be strengthened to provide more informative portrayals of student achievement and the school and system factors that influence it. The committee offers specific recommendations and strategies for improving NAEP's effectiveness and utility, including: Linking achievement data to other education indicators. Streamlining data collection and other aspects of its design. Including students with disabilities and English-language learners. Revamping the process by which achievement levels are set. The book explores how to improve NAEP framework documents--which identify knowledge and skills to be assessed--with a clearer eye toward the inferences that will be drawn from the results. What should the nation expect from NAEP? What should NAEP do to meet these expectations? This book provides a blueprint for a new paradigm, important to education policymakers, professors, and students, as well as school administrators and teachers, and education advocates.

Research Grants Index

Author : National Institutes of Health (U.S.). Division of Research Grants
Publisher :
ISBN 13 :
Total Pages : 1060 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Research Grants Index by : National Institutes of Health (U.S.). Division of Research Grants

Download or read book Research Grants Index written by National Institutes of Health (U.S.). Division of Research Grants and published by . This book was released on 1970 with total page 1060 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Abstracts ... Annual Meeting of the American Public Health Association and Related Organizations

Author : American Public Health Association. Annual Meeting
Publisher :
ISBN 13 :
Total Pages : 698 pages
Book Rating : 4.:/5 ( download)

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Book Synopsis Abstracts ... Annual Meeting of the American Public Health Association and Related Organizations by : American Public Health Association. Annual Meeting

Download or read book Abstracts ... Annual Meeting of the American Public Health Association and Related Organizations written by American Public Health Association. Annual Meeting and published by . This book was released on 1996 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Designing Teacher Evaluation Systems

Author : Thomas Kane
Publisher : John Wiley & Sons
ISBN 13 : 1118837185
Total Pages : 604 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Designing Teacher Evaluation Systems by : Thomas Kane

Download or read book Designing Teacher Evaluation Systems written by Thomas Kane and published by John Wiley & Sons. This book was released on 2014-06-03 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: WHAT IS EFFECTIVE TEACHING? It’s not enough to say “I know it when I see it” – not when we’re expecting so much more from students and teachers than in the past. To help teachers achieve greater success with their students we need new and better ways to identify and develop effective teaching. The Measures of Effective Teaching (MET) project represents a groundbreaking effort to find out what works in the classroom. With funding by the Bill & Melinda Gates Foundation, the MET project brought together leading academics, education groups, and 3,000 teachers to study teaching and learning from every angle. Its reports on student surveys, observations, and other measures have shaped policy and practice at multiple levels. This book shares the latest lessons from the MET project. With 15 original studies, some of the field’s most preeminent experts tap the MET project’s unprecedented collection of data to offer new insights on evaluation methods and the current state of teaching in our schools. As feedback and evaluation methods evolve rapidly across the country, Designing Teacher Evaluation Systems is a must read and timely resource for those working on this critical task. PRAISE FOR DESIGNING TEACHER EVALUATION SYSTEMS “This book brings together an all-star team to provide true data-driven, policy-relevant guidance for improving teaching and learning. From student achievement to student perceptions, from teacher knowledge to teacher practices, the authors address key issues surrounding the elements of a comprehensive teacher evaluation and improvement system. Highly recommended for anyone seriously interested in reform.” —PETE GOLDSCHMIDT, Assistant Secretary, New Mexico Public Education Department “This book is an invaluable resource for district and state leaders who are looking to develop growth and performance systems that capture the complexity of teaching and provide educators with the feedback needed to develop in their profession.” —TOM BOASBERG, Superintendent, Denver Public Schools “A rare example of practical questions driving top quality research and a must read for anyone interested in improving the quality of teaching.” —ROBERT C. GRANGER, Former President (Ret.), The William T. Grant Foundation “This will be the ‘go to’ source in years to come for those involved in rethinking how teachers will be evaluated and how evaluation can and should be used to increase teacher effectiveness. The superb panel of contributors to this book presents work that is incisive, informative, and accessible, providing a real service to the national efforts around teacher evaluation reform.” —JOHN H. TYLER, Professor of Education, Brown University

Fundamentals of Machine Learning for Predictive Data Analytics, second edition

Author : John D. Kelleher
Publisher : MIT Press
ISBN 13 : 0262361108
Total Pages : 853 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Fundamentals of Machine Learning for Predictive Data Analytics, second edition by : John D. Kelleher

Download or read book Fundamentals of Machine Learning for Predictive Data Analytics, second edition written by John D. Kelleher and published by MIT Press. This book was released on 2020-10-20 with total page 853 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context. This second edition covers recent developments in machine learning, especially in a new chapter on deep learning, and two new chapters that go beyond predictive analytics to cover unsupervised learning and reinforcement learning.

E-learning in Tertiary Education

Author : Centre for Educational Research and Innovation
Publisher : Organisation for Economic Co-operation and Development
ISBN 13 :
Total Pages : 296 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis E-learning in Tertiary Education by : Centre for Educational Research and Innovation

Download or read book E-learning in Tertiary Education written by Centre for Educational Research and Innovation and published by Organisation for Economic Co-operation and Development. This book was released on 2005 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: E-learning is becoming increasingly prominent in tertiary education. Rationales for its growth are wide-ranging, complex and contested, including widening access, on-campus pedagogic innovation, enhancement of distance learning, organisational change, knowledge-sharing and revenue generation. This report looks at the practice in 19 tertiary education institutions and is designed to elucidate both good practice and international trends. It is organised in three sections: activities and strategies; pedagogy, technology and organisation; cost efficiency and funding.