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Education Data Done Right
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Book Synopsis Education Data Done Right by : Dorothyjean Cratty
Download or read book Education Data Done Right written by Dorothyjean Cratty and published by . This book was released on 2019-10-08 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lots of pundits and researchers have ideas about how education data work should be done and who should do it. Many of their ideas are disseminated widely. This book covers the things those books do not: metadata, working with enterprise IT, data requests, politics, and why descriptive statistics can take you far.
Book Synopsis Education Data Done Right: Volume II by : LaCole Foots
Download or read book Education Data Done Right: Volume II written by LaCole Foots and published by . This book was released on 2021-11-05 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: Six data analysts with expertise in public education agencies across the country have teamed up to write a new volume for the Education Data Done Right (EDDR) series. Following the success of the first volume in this series, which covered missing elements critical to success in building data capacity in education agencies, this new volume showcases applied data science strategies and lessons learned in agencies across the country. New chapters explain how to document work to ensure continuity of operations, navigate data governance, and ensure transparency and reproducibility of agencies' important work; how early warning systems can be useful in agencies' work; and why self-awareness of how identities shape the work is one of the most important skills data analysts must have. Written by Dorothyjean Cratty, LaCole Foots, Wendy Geller, Jared Knowles, Justin Meyer, and Ellis Ott, this new volume covers education data science strategies and lessons with a perspective only possible from authors who've been in the trenches and gotten the work done. The series is intended for education agency data analysts, and data managers, strategists, and leaders seeking to improve how their agency operates. Many education agency data analysts come from a social science research background and the transition to work inside agencies can come with a lot of new challenges. This series is a guide through those challenges.
Book Synopsis Data Science in Education Using R by : Ryan A. Estrellado
Download or read book Data Science in Education Using R written by Ryan A. Estrellado and published by Routledge. This book was released on 2020-10-26 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science in Education Using R is the go-to reference for learning data science in the education field. The book answers questions like: What does a data scientist in education do? How do I get started learning R, the popular open-source statistical programming language? And what does a data analysis project in education look like? If you’re just getting started with R in an education job, this is the book you’ll want with you. This book gets you started with R by teaching the building blocks of programming that you’ll use many times in your career. The book takes a "learn by doing" approach and offers eight analysis walkthroughs that show you a data analysis from start to finish, complete with code for you to practice with. The book finishes with how to get involved in the data science community and how to integrate data science in your education job. This book will be an essential resource for education professionals and researchers looking to increase their data analysis skills as part of their professional and academic development.
Book Synopsis Driven by Data by : Paul Bambrick-Santoyo
Download or read book Driven by Data written by Paul Bambrick-Santoyo and published by John Wiley & Sons. This book was released on 2010-04-12 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers a practical guide for improving schools dramatically that will enable all students from all backgrounds to achieve at high levels. Includes assessment forms, an index, and a DVD.
Book Synopsis Statistics Done Wrong by : Alex Reinhart
Download or read book Statistics Done Wrong written by Alex Reinhart and published by No Starch Press. This book was released on 2015-03-01 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientific progress depends on good research, and good research needs good statistics. But statistical analysis is tricky to get right, even for the best and brightest of us. You'd be surprised how many scientists are doing it wrong. Statistics Done Wrong is a pithy, essential guide to statistical blunders in modern science that will show you how to keep your research blunder-free. You'll examine embarrassing errors and omissions in recent research, learn about the misconceptions and scientific politics that allow these mistakes to happen, and begin your quest to reform the way you and your peers do statistics. You'll find advice on: –Asking the right question, designing the right experiment, choosing the right statistical analysis, and sticking to the plan –How to think about p values, significance, insignificance, confidence intervals, and regression –Choosing the right sample size and avoiding false positives –Reporting your analysis and publishing your data and source code –Procedures to follow, precautions to take, and analytical software that can help Scientists: Read this concise, powerful guide to help you produce statistically sound research. Statisticians: Give this book to everyone you know. The first step toward statistics done right is Statistics Done Wrong.
Download or read book Street Data written by Shane Safir and published by Corwin. This book was released on 2021-02-12 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Radically reimagine our ways of being, learning, and doing Education can be transformed if we eradicate our fixation on big data like standardized test scores as the supreme measure of equity and learning. Instead of the focus being on "fixing" and "filling" academic gaps, we must envision and rebuild the system from the student up—with classrooms, schools and systems built around students’ brilliance, cultural wealth, and intellectual potential. Street data reminds us that what is measurable is not the same as what is valuable and that data can be humanizing, liberatory and healing. By breaking down street data fundamentals: what it is, how to gather it, and how it can complement other forms of data to guide a school or district’s equity journey, Safir and Dugan offer an actionable framework for school transformation. Written for educators and policymakers, this book · Offers fresh ideas and innovative tools to apply immediately · Provides an asset-based model to help educators look for what’s right in our students and communities instead of seeking what’s wrong · Explores a different application of data, from its capacity to help us diagnose root causes of inequity, to its potential to transform learning, and its power to reshape adult culture Now is the time to take an antiracist stance, interrogate our assumptions about knowledge, measurement, and what really matters when it comes to educating young people.
Book Synopsis Law School Done Right by : Michael Seringhaus
Download or read book Law School Done Right written by Michael Seringhaus and published by . This book was released on 2017-05-21 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: Law school is a strange game, and when you're starting out it seems like no one knows the rules. It's crucial to hit the ground running, but how? Trust the folks who've been there to distill what matters and toss the rest. Michael Seringhaus and Brian Savage have been through law school - Savage at Michigan and Seringhaus at Yale - and after a couple years sharing advice with friends, created Law School Done Right, a trim and potent little guide to what matters and what works in law school. What do you wish you'd known when you started law school? That's the simple question the authors posed. Seringhaus and Savage compiled their own best tips, and then polled dozens of colleagues and former classmates. This group included recent grads of law schools both inside and outside the U.S. News Top 50-grads who scored jobs at top national law firms, who landed prestigious judicial clerkships (including U.S. Supreme, Federal Appellate, Federal District, and State Supreme Courts), and some who are now young law professors themselves. When it comes to law school, these folks killed it. And you can too. Law School Done Right distills this invaluable expertise into bite-sized advice. There's no filler, just proven tips covering all aspects of law school life. Read them, and do it right. This revised and updated print edition contains updated content including an all-new section on choosing a law school.
Book Synopsis Big Data by : Viktor Mayer-Schönberger
Download or read book Big Data written by Viktor Mayer-Schönberger and published by Houghton Mifflin Harcourt. This book was released on 2013 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A exploration of the latest trend in technology and the impact it will have on the economy, science, and society at large.
Book Synopsis Data Analysis for Scientists and Engineers by : Edward L. Robinson
Download or read book Data Analysis for Scientists and Engineers written by Edward L. Robinson and published by Princeton University Press. This book was released on 2016-10-04 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analysis for Scientists and Engineers is a modern, graduate-level text on data analysis techniques for physical science and engineering students as well as working scientists and engineers. Edward Robinson emphasizes the principles behind various techniques so that practitioners can adapt them to their own problems, or develop new techniques when necessary. Robinson divides the book into three sections. The first section covers basic concepts in probability and includes a chapter on Monte Carlo methods with an extended discussion of Markov chain Monte Carlo sampling. The second section introduces statistics and then develops tools for fitting models to data, comparing and contrasting techniques from both frequentist and Bayesian perspectives. The final section is devoted to methods for analyzing sequences of data, such as correlation functions, periodograms, and image reconstruction. While it goes beyond elementary statistics, the text is self-contained and accessible to readers from a wide variety of backgrounds. Specialized mathematical topics are included in an appendix. Based on a graduate course on data analysis that the author has taught for many years, and couched in the looser, workaday language of scientists and engineers who wrestle directly with data, this book is ideal for courses on data analysis and a valuable resource for students, instructors, and practitioners in the physical sciences and engineering. In-depth discussion of data analysis for scientists and engineers Coverage of both frequentist and Bayesian approaches to data analysis Extensive look at analysis techniques for time-series data and images Detailed exploration of linear and nonlinear modeling of data Emphasis on error analysis Instructor's manual (available only to professors)
Book Synopsis You Are a Data Person by : Amelia Parnell
Download or read book You Are a Data Person written by Amelia Parnell and published by Taylor & Francis. This book was released on 2023-07-03 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: Internal and external pressure continues to mount for college professionals to provide evidence of successful activities, programs, and services, which means that, going forward, nearly every campus professional will need to approach their work with a data-informed perspective.But you find yourself thinking “I am not a data person”.Yes, you are. Or can be with the help of Amelia Parnell.You Are a Data Person provides context for the levels at which you are currently comfortable using data, helps you identify both the areas where you should strengthen your knowledge and where you can use this knowledge in your particular university role.For example, the rising cost to deliver high-quality programs and services to students has pushed many institutions to reallocate resources to find efficiencies. Also, more institutions are intentionally connecting classroom and cocurricular learning experiences which, in some instances, requires an increased gathering of evidence that students have acquired certain skills and competencies. In addition to programs, services, and pedagogy, professionals are constantly monitoring the rates at which students are entering, remaining enrolled in, and leaving the institution, as those movements impact the institution’s financial position.From teaching professors to student affairs personnel and beyond, Parnell offers tangible examples of how professionals can make data contributions at their current and future knowledge level, and will even inspire readers to take the initiative to engage in data projects.The book includes a set of self-assessment questions and a companion set of action steps and available resources to help readers accept their identity as a data person. It also includes an annotated list of at least 20 indicators that any higher education professional can examine without sophisticated data analyses.
Book Synopsis The Way of Mindful Education: Cultivating Well-Being in Teachers and Students by : Daniel Rechtschaffen
Download or read book The Way of Mindful Education: Cultivating Well-Being in Teachers and Students written by Daniel Rechtschaffen and published by W. W. Norton & Company. This book was released on 2014-06-08 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new educational paradigm for youth mindfulness. “If you are a teacher, or an educator, or involved in school administration and curriculum development, the book you hold in your hands has the potential to transform your life, the lives of your students, and the life of the school itself, as well as education in America.”—Jon Kabat-Zinn, PhD, from the Foreword With attention spans waning and stress on the rise, many teachers are looking for new ways to help students concentrate, learn, and thrive. The Way of Mindful Education is a practical guide for cultivating attention, compassion, and well-being not only in these students, but also in teachers themselves. Packed with lesson plans, exercises, and considerations for specific age groups and students with special needs, this working manual demonstrates the real world application of mindfulness practices in K-12 classrooms. Part I, Why Mindful Education Matters, explains what mindfulness is, the science behind its benefits for students and educators, and the inspiring work that is already underway in the Mindful Education movement. In Part II, Begin with Yourself, we are reminded that in order to teach mindfully, we need to be mindful. Here teachers will learn the when, where, and how of mindfulness so they can effectively embody its practices with their students. Mindfulness practices offer teachers self-care and attention skills that prepare them to teach with greater energy and mastery. Discover how simple exercises can help manage stress, focus attention, develop compassion, and savor positive experiences in everyday life. Part III, Cultivating a Mindful Classroom, explores the qualities of a mindful teacher, the ingredients of a mindful learning environment, and helpful skills for appropriate, supportive work with cultural diversity, student stress and trauma, and varying age groups and developmental stages. Finally, in Part IV, Mindful Education Curriculum, we learn eighteen ready-to-use mindfulness lessons for use in schools. These practical exercises, designed to foster skills like embodiment, attention, heartfulness, and interconnectedness, can be readily adapted for any age group and population, and the author draws from his extensive personal experience to offer a wealth of tips for introducing them to students in real-time. Decades of research indicate the impressive benefits of mindfulness in social, emotional, and cognitive development, and as an antidote to emotional dysregulation, attention deficits, and social difficulties. This book invites teachers, administrators, and anyone else involved in education to take advantage of this vital tool and become purveyors of a mindful, compassionate, ethical, and effective way of teaching.
Book Synopsis Do Right by Me by : Valerie I. Harrison
Download or read book Do Right by Me written by Valerie I. Harrison and published by Temple University Press. This book was released on 2020-11-27 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: For decades, Katie D’Angelo and Valerie Harrison engaged in conversations about race and racism. However, when Katie and her husband, who are white, adopted Gabriel, a biracial child, Katie’s conversations with Val, who is black, were no longer theoretical and academic. The stakes grew from the two friends trying to understand each other’s perspectives to a mother navigating, with input from her friend, how to equip a child with the tools that will best serve him as he grows up in a white family. Through lively and intimate back-and-forth exchanges, the authors share information, research, and resources that orient parents and other community members to the ways race and racism will affect a black child’s life—and despite that, how to raise and nurture healthy and happy children. These friendly dialogues about guarding a child’s confidence and nurturing positive racial identity form the basis for Do Right by Me. Harrison and D’Angelo share information on transracial adoption, understanding racism, developing a child’s positive racial identity, racial disparities in healthcare and education, and the violence of racism. Do Right by Me also is a story about friendship and kindness, and how both can be effective in the fight for a more just and equitable society.
Book Synopsis Doing the Right Thing by : Marybeth Gasman
Download or read book Doing the Right Thing written by Marybeth Gasman and published by Princeton University Press. This book was released on 2024-08-20 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: An honest confrontation of systemic racism in faculty hiring—and what to do about it While colleges and universities have been lauded for increasing student diversity, these same institutions have failed to achieve any comparable diversity among their faculty. In 2017, of the nation’s full-time, tenure-track and tenured faculty, only 3 percent each were Black men, Black women, Hispanic men, and Hispanic women. Only 6 percent were Asian/Pacific Islander men, 5 percent were Asian/Pacific Islander women, and 1 percent were American Indian/Alaska Native. Why are the numbers so abysmal? In Doing the Right Thing, Marybeth Gasman takes a hard, insightful look at the issues surrounding the recruitment and hiring of faculty of color. Relying on national data and interviews with provosts, deans, and department chairs from sixty major universities, Gasman documents the institutional forces stymieing faculty diversification, and she makes the case for how such deficiencies can and should be rectified. Even as institutions publicly champion inclusive excellence and the number of doctoral students of color increases, Gasman reveals the entrenched constraints contributing to the faculty status quo. Impediments to progress include the alleged trade-off between quality and diversity, the power of pedigree, the rigidity of academic pipelines, failures of administrative leadership, lack of accountability among administration and faculty, and the opacity and arbitrariness of the recruitment and hiring process. Gasman contends that leaders must acknowledge institutional failures of inclusion, pervasive systemic racism, and biases that restrict people of color from pursuing faculty careers. Recognizing that individuals from all backgrounds are essential to the creation and teaching of knowledge, Doing the Right Thing puts forth a concrete call for colleges and universities to take action and do better.
Book Synopsis Design Thinking for Training and Development by : Sharon Boller
Download or read book Design Thinking for Training and Development written by Sharon Boller and published by Association for Talent Development. This book was released on 2020-06-09 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Better Learning Solutions Through Better Learning Experiences When training and development initiatives treat learning as something that occurs as a one-time event, the learner and the business suffer. Using design thinking can help talent development professionals ensure learning sticks to drive improved performance. Design Thinking for Training and Development offers a primer on design thinking, a human-centered process and problem-solving methodology that focuses on involving users of a solution in its design. For effective design thinking, talent development professionals need to go beyond the UX, the user experience, and incorporate the LX, the learner experience. In this how-to guide for applying design thinking tools and techniques, Sharon Boller and Laura Fletcher share how they adapted the traditional design thinking process for training and development projects. Their process involves steps to: Get perspective. Refine the problem. Ideate and prototype. Iterate (develop, test, pilot, and refine). Implement. Design thinking is about balancing the three forces on training and development programs: learner wants and needs, business needs, and constraints. Learn how to get buy-in from skeptical stakeholders. Discover why taking requests for training, gathering the perspective of stakeholders and learners, and crafting problem statements will uncover the true issue at hand. Two in-depth case studies show how the authors made design thinking work. Job aids and tools featured in this book include: a strategy blueprint to uncover what a stakeholder is trying to solve an empathy map to capture the learner’s thoughts, actions, motivators, and challenges an experience map to better understand how the learner performs. With its hands-on, use-it-today approach, this book will get you started on your own journey to applying design thinking.
Book Synopsis Practical Data Science for Information Professionals by : David Stuart
Download or read book Practical Data Science for Information Professionals written by David Stuart and published by Facet Publishing. This book was released on 2020-07-24 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Data Science for Information Professionals provides an accessible introduction to a potentially complex field, providing readers with an overview of data science and a framework for its application. It provides detailed examples and analysis on real data sets to explore the basics of the subject in three principle areas: clustering and social network analysis; predictions and forecasts; and text analysis and mining. As well as highlighting a wealth of user-friendly data science tools, the book also includes some example code in two of the most popular programming languages (R and Python) to demonstrate the ease with which the information professional can move beyond the graphical user interface and achieve significant analysis with just a few lines of code. After reading, readers will understand: · the growing importance of data science · the role of the information professional in data science · some of the most important tools and methods that information professionals can use. Bringing together the growing importance of data science and the increasing role of information professionals in the management and use of data, Practical Data Science for Information Professionals will provide a practical introduction to the topic specifically designed for the information community. It will appeal to librarians and information professionals all around the world, from large academic libraries to small research libraries. By focusing on the application of open source software, it aims to reduce barriers for readers to use the lessons learned within.
Book Synopsis The Case against Education by : Bryan Caplan
Download or read book The Case against Education written by Bryan Caplan and published by Princeton University Press. This book was released on 2019-08-20 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why we need to stop wasting public funds on education Despite being immensely popular—and immensely lucrative—education is grossly overrated. Now with a new afterword by Bryan Caplan, this explosive book argues that the primary function of education is not to enhance students' skills but to signal the qualities of a good employee. Learn why students hunt for easy As only to forget most of what they learn after the final exam, why decades of growing access to education have not resulted in better jobs for average workers, how employers reward workers for costly schooling they rarely ever use, and why cutting education spending is the best remedy. Romantic notions about education being "good for the soul" must yield to careful research and common sense—The Case against Education points the way.
Book Synopsis Homework Done Right by : Janet Alleman
Download or read book Homework Done Right written by Janet Alleman and published by Simon and Schuster. This book was released on 2015-02-03 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Homework Done Right shows teachers how homework assignments can connect with the curriculum and how to make it applicable to their students' lives. Educators will learn how to design and implement active, creative assignments that promote useful skills like inquiry, problem solving, and critical thinking. Moving beyond the current "homework debate," this resource is split into three sections to explain the rationale for meaningful homework, how to make it relevant, and how students in different grades respond to it. Additionally, teachers will learn about: Effective homework strategies and sample assignments for all K–12 levels in numerous subject areas Do’s and don'ts of homework planning Promoting parent involvement Guidance on helping students develop leadership and collaboration skills through activities such as questioning, evidence gathering, and interviewing Classroom-ready tools, including homework planning forms and other reproducibles When homework assignments are challenging and relevant, students have a new opportunity to engage with learning and will be able to succeed academically!
