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.
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.
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.
Download or read book Doing Data Science written by Cathy O'Neil and published by "O'Reilly Media, Inc.". This book was released on 2013-10-09 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.
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.
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 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.
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.
Download or read book Giving Done Right written by Phil Buchanan and published by PublicAffairs. This book was released on 2019-04-16 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide to philanthropy at all levels of giving that seeks to educate and inspire A majority of American households give to charity in some form or another--from local donations to food banks, religious organizations, or schools, to contributions to prevent disease or protect basic freedoms. Whether you're in a position to give $1 or $1 million, every giver needs to answer the same question: How do I channel my giving effectively to make the greatest difference? In Giving Done Right, Phil Buchanan, the president of the Center for Effective Philanthropy, arms donors with what it takes to do more good more quickly and to avoid predictable errors that lead too many astray. This crucial book will reveal the secrets and lessons learned from some of the biggest givers, busting commonly held myths and challenging the idea that "business thinking" holds the answer to effective philanthropy. And it offers the intellectual frameworks, data-driven insights, tools, and practical examples to allow readers to understand exactly what it takes to make a difference.
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.
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!
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.
Download or read book Storytelling with Data written by Cole Nussbaumer Knaflic and published by John Wiley & Sons. This book was released on 2015-10-09 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it!
Download or read book Leading Data Informed Change in Schools written by Selena Fisk and published by . This book was released on 2023-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data are everywhere. Countries are compared based on how their students perform in international testing. Schools are compared using standardised testing and school-leaver data. Students are tracked using their individual data and that of their peers. But while there is much already written about leadership styles, leading change and the benefits of being data informed, transferring an understanding of educational research and change leadership literature to a data-informed context is not always easy or seamless. Selena Fisk, EdD, author of Using and analysing data in Australian schools, believes that data should be used to support learning in a way that develops thriving learning communities where students are engaged and motivated. This invaluable resource introduces a 10-step process for leading data-informed change comprising measurable steps for action supported by connections to relevant literature and practical examples showing what the process looks like in schools. Fisk also introduces the 12 key elements required for a leader to prime the environment or build a culture that will enable them to lead data-informed change. Leading data-informed change in schools offers teacher team leaders, principals and administrators a practical guide on how to collect, analyse and use data to help school communities and the students they serve flourish.
Download or read book Statistics Made Simple for School Leaders written by Susan Rovezzi Carroll and published by R&L Education. This book was released on 2002-10-16 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: The chief executive officer of a corporation is not much different from a public school administrator. While CEOs base many of their decisions on data, for school administrators, this type of research may conjure up miserable memories of searching for information to meet a graduate school requirement. However, the value of data-based decision making will continue to escalate and the school community—students, teachers, parents and the general public—expect this information to come from their administrators. Administrators are called on to be accountable, but few are capable of presenting the mountain of data that they collect in a cohesive and strategic manner. Most statistical books are focused on statistical theory versus application, but Statistics Made Simple for School Leaders presents statistics in a simple, practical, conceptual, and immediately applicable manner. It enables administrators to take their data and manage it into strategic information so the results can be used for action plans that benefit the school system. The approach is 'user friendly' and leaves the reader with a confident can-do attitude to communicate results and plans to staff and the community.
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.
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.
