Download or read book The On track Indicator as a Predictor of High School Graduation written by Elaine Marie Allensworth and published by . This book was released on 2005-01-01 with total page 26 pages. Available in PDF, EPUB and Kindle. Book excerpt: The First Year Of High School Is A Critical Transition Period For Students, Those Who Succeed In Their First Year Are More Likely To Continue To Do well in The Following Years And Eventually Graduate. Because A Successful Transition Into High School Is So Important, In 1999 The Consortion Developed An Indicator To Gauge Whether Students Make Sufficient Progress In Their Freshman Year Of High School To Be On-Track To Graduate Within Four Years. The Evidence Presented Here Suggests That the On-Track Indicator Can Be A Valuable Tool For Parents, Schools, And The School System As They Work To Improve Students Likelihood Of Graduating.

Download or read book Data Mining written by Derya Birant and published by BoD – Books on Demand. This book was released on 2021-01-20 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining is a branch of computer science that is used to automatically extract meaningful, useful knowledge and previously unknown, hidden, interesting patterns from a large amount of data to support the decision-making process. This book presents recent theoretical and practical advances in the field of data mining. It discusses a number of data mining methods, including classification, clustering, and association rule mining. This book brings together many different successful data mining studies in various areas such as health, banking, education, software engineering, animal science, and the environment.

Download or read book Handbook of Student Engagement Interventions written by Jennifer A. Fredricks and published by Academic Press. This book was released on 2019-05-04 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Student Engagement Interventions: Working with Disengaged Students provides an understanding of the factors that contribute to student disengagement, methods for identifying students at risk, and intervention strategies to increase student engagement. With a focus on translating research into best practice, the book pulls together the current research on engagement in schools and empowers readers to craft and implement interventions. Users will find reviews on evidence-based academic, behavioral, social, mental health, and community-based interventions that will help increase all types of engagement. The book looks at ways of reducing suspensions through alternative disciplinary practices, the role resiliency can play in student engagement, strategies for community and school collaborations in addressing barriers to engagement, and what can be learned from students who struggled in school, but succeeded later in life. It is a hands-on resource for educators, school psychologists, researchers, and students looking to gain insight into the research on this topic and the strategies that can be deployed to promote student engagement. - Presents practical strategies for engagement intervention and assessment - Covers early warning signs of disengagement and how to use these signs to promote engagement - Reviews contextual factors (families, peers, teachers) related to engagement - Focuses on increasing engagement and school completion for all students - Emphasizes multidimensional approaches to disengagement

Download or read book School Family and Community Partnerships written by Joyce L. Epstein and published by Corwin Press. This book was released on 2018-07-19 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Strengthen programs of family and community engagement to promote equity and increase student success! When schools, families, and communities collaborate and share responsibility for students′ education, more students succeed in school. Based on 30 years of research and fieldwork, the fourth edition of the bestseller School, Family, and Community Partnerships: Your Handbook for Action, presents tools and guidelines to help develop more effective and more equitable programs of family and community engagement. Written by a team of well-known experts, it provides a theory and framework of six types of involvement for action; up-to-date research on school, family, and community collaboration; and new materials for professional development and on-going technical assistance. Readers also will find: Examples of best practices on the six types of involvement from preschools, and elementary, middle, and high schools Checklists, templates, and evaluations to plan goal-linked partnership programs and assess progress CD-ROM with slides and notes for two presentations: A new awareness session to orient colleagues on the major components of a research-based partnership program, and a full One-Day Team Training Workshop to prepare school teams to develop their partnership programs. As a foundational text, this handbook demonstrates a proven approach to implement and sustain inclusive, goal-linked programs of partnership. It shows how a good partnership program is an essential component of good school organization and school improvement for student success. This book will help every district and all schools strengthen and continually improve their programs of family and community engagement.

Download or read book Early Warning Systems and Targeted Interventions for Student Success in Online Courses written by Glick, Danny and published by IGI Global. This book was released on 2020-06-26 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online learning has increasingly been viewed as a possible way to remove barriers associated with traditional face-to-face teaching, such as overcrowded classrooms and shortage of certified teachers. While online learning has been recognized as a possible approach to deliver more desirable learning outcomes, close to half of online students drop out as a result of student-related, course-related, and out-of-school-related factors (e.g., poor self-regulation; ineffective teacher-student, student-student, and platform-student interactions; low household income). Many educators have expressed concern over students who unexpectedly begin to struggle and appear to fall off track without apparent reason. A well-implemented early warning system, therefore, can help educators identify students at risk of dropping out and assign and monitor interventions to keep them on track for graduation. Despite the popularity of early warning systems, research on their design and implementation is sparse. Early Warning Systems and Targeted Interventions for Student Success in Online Courses is a cutting-edge research publication that examines current theoretical frameworks, research projects, and empirical studies related to the design, implementation, and evaluation of early warning systems and targeted interventions and discusses their implications for policy and practice. Moreover, this book will review common challenges of early warning systems and dashboard design and will explore design principles and data visualization tools to make data more understandable and, therefore, more actionable. Highlighting a range of topics such as curriculum design, game-based learning, and learning support, it is ideal for academicians, policymakers, administrators, researchers, education professionals, instructional designers, data analysts, and students.

Download or read book Learning Analytics Goes to School written by Andrew Krumm and published by Routledge. This book was released on 2018-01-12 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning Analytics Goes to School presents a framework for engaging in education research and improving education practice through the use of newly available data sources and analytical approaches. The application of data-intensive research techniques to understanding and improving learning environments has been growing at a rapid pace. In this book, three leading researchers convey lessons from their own experiences—and the current state of the art in educational data mining and learning analytics more generally—by providing an explicit set of tools and processes for engaging in collaborative data-intensive improvement.

Download or read book Methods in Educational Research written by Marguerite G. Lodico and published by John Wiley & Sons. This book was released on 2010-04-07 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods in Educational Research Methods in Educational Research is designed to prepare students for the real world of educational research. It focuses on scientifically-based methods, school accountability, and the professional demands of the twenty-first century, empowering researchers to take an active role in conducting research in their classrooms, districts, and the greater educational community. Like the first edition, this edition helps students, educators, and researchers develop a broad and deep understanding of research methodologies. It includes substantial new content on the impact of No Child Left Behind legislation, school reform, quantitative and qualitative methodologies, logic modeling, action research, and other areas. Special features to assist the teaching and learning processes include vignettes illustrating research tied to practice, suggested readings at the end of each chapter, and discussion questions to reinforce chapter content. Praise for the Previous Edition "A new attempt to make this subject more relevant and appealing to students. Most striking is how useful this book is because it is really grounded in educational research. It is very well written and quite relevant for educational researchers or for the student hoping to become one." -PsycCRITIQUES/American Psychological Association "I applaud the authors for their attempt to cover a wide range of material. The straightforward language of the book helps make the material understandable for readers." -Journal of MultiDisciplinary Evaluation

Download or read book Learning to Improve written by Anthony S. Bryk and published by Harvard Education Press. This book was released on 2015-03-01 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: As a field, education has largely failed to learn from experience. Time after time, promising education reforms fall short of their goals and are abandoned as other promising ideas take their place. In Learning to Improve, the authors argue for a new approach. Rather than “implementing fast and learning slow,” they believe educators should adopt a more rigorous approach to improvement that allows the field to “learn fast to implement well.” Using ideas borrowed from improvement science, the authors show how a process of disciplined inquiry can be combined with the use of networks to identify, adapt, and successfully scale up promising interventions in education. Organized around six core principles, the book shows how “networked improvement communities” can bring together researchers and practitioners to accelerate learning in key areas of education. Examples include efforts to address the high rates of failure among students in community college remedial math courses and strategies for improving feedback to novice teachers. Learning to Improve offers a new paradigm for research and development in education that promises to be a powerful driver of improvement for the nation’s schools and colleges.

Download or read book OECD Digital Education Outlook 2021 Pushing the Frontiers with Artificial Intelligence Blockchain and Robots written by OECD and published by OECD Publishing. This book was released on 2021-06-08 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: How might digital technology and notably smart technologies based on artificial intelligence (AI), learning analytics, robotics, and others transform education? This book explores such question. It focuses on how smart technologies currently change education in the classroom and the management of educational organisations and systems.

Download or read book Dropping Out written by Russell W. Rumberger and published by Harvard University Press. This book was released on 2011-10-15 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: The vast majority of kids in the developed world finish high school—but not in the United States. More than a million kids drop out every year, around 7,000 a day, and the numbers are rising. Dropping Out offers a comprehensive overview by one of the country’s leading experts, and provides answers to fundamental questions: Who drops out, and why? What happens to them when they do? How can we prevent at-risk kids from short-circuiting their futures? Students start disengaging long before they get to high school, and the consequences are severe—not just for individuals but for the larger society and economy. Dropouts never catch up with high school graduates on any measure. They are less likely to find work at all, and more likely to live in poverty, commit crimes, and suffer health problems. Even life expectancy for dropouts is shorter by seven years than for those who earn a diploma. Russell Rumberger advocates targeting the most vulnerable students as far back as the early elementary grades. And he levels sharp criticism at the conventional definition of success as readiness for college. He argues that high schools must offer all students what they need to succeed in the workplace and independent adult life. A more flexible and practical definition of achievement—one in which a high school education does not simply qualify you for more school—can make school make sense to young people. And maybe keep them there.

Download or read book Understanding Machine Learning written by Shai Shalev-Shwartz and published by Cambridge University Press. This book was released on 2014-05-19 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

Download or read book Applied Predictive Modeling written by Max Kuhn and published by Springer Science & Business Media. This book was released on 2013-05-17 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains extensive R code for each step of the process. This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner’s reference handbook, or as a text for advanced undergraduate or graduate level predictive modeling courses. To that end, each chapter contains problem sets to help solidify the covered concepts and uses data available in the book’s R package. This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics.

Download or read book Supporting Students for Success in Online and Distance Education written by Ormond Simpson and published by Routledge. This book was released on 2012 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Supporting Students for Success in Online and Distance Learning, Third Edition, provides a comprehensive overview of student support both on and off campus. While online and distance learning are the world’s fastest growing areas of educational development, they have a fundamental weakness—their graduation rates, which can be lower than 20 percent. In this powerful new edition, Ormond Simpson builds on a rich history of research in distance and e-learning to show how retention rates can be improved through tested support methods, often at a net financial profit to the institutions involved. By comparing the evidence as well as the cost-effectiveness of various support tactics, this book describes how to promote student success and encourage skill-development from a number of different perspectives: definitions and purpose, theory and psychology, ethics, costs and benefits, activities, sources, media, proactive and reactive, assessment and feedback, staff development, writing support into course materials, research, quality assurance and institutional structures. This concise, practical guide is informal and jargon-free, yet its approach to evidence is rigorous, making it invaluable reading for all those interested in recruiting and teaching diverse students for successful online and distance learning.

Download or read book Bulletin of the Atomic Scientists written by and published by . This book was released on 1970-06 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Bulletin of the Atomic Scientists is the premier public resource on scientific and technological developments that impact global security. Founded by Manhattan Project Scientists, the Bulletin's iconic "Doomsday Clock" stimulates solutions for a safer world.

Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

Download or read book Learning Targets written by Connie M. Moss and published by ASCD. This book was released on 2012-07-02 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Learning Targets, Connie M. Moss and Susan M. Brookhart contend that improving student learning and achievement happens in the immediacy of an individual lesson--what they call "today's lesson"—or it doesn't happen at all. The key to making today's lesson meaningful? Learning targets. Written from students' point of view, a learning target describes a lesson-sized chunk of information and skills that students will come to know deeply. Each lesson's learning target connects to the next lesson's target, enabling students to master a coherent series of challenges that ultimately lead to important curricular standards. Drawing from the authors' extensive research and professional learning partnerships with classrooms, schools, and school districts, this practical book - Situates learning targets in a theory of action that students, teachers, principals, and central-office administrators can use to unify their efforts to raise student achievement and create a culture of evidence-based, results-oriented practice. - Provides strategies for designing learning targets that promote higher-order thinking and foster student goal setting, self-assessment, and self-regulation. - Explains how to design a strong performance of understanding, an activity that produces evidence of students' progress toward the learning target. - Shows how to use learning targets to guide summative assessment and grading. Learning Targets also includes reproducible planning forms, a classroom walk-through guide, a lesson-planning process guide, and guides to teacher and student self-assessment. What students are actually doing during today's lesson is both the source of and the yardstick for school improvement efforts. By applying the insights in this book to your own work, you can improve your teaching expertise and dramatically empower all students as stakeholders in their own learning.