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Author : Anita Young
Publisher :
ISBN 13 : 9781929289554
Total Pages : 168 pages
Book Rating : 4.2/5 (895 download)
Download or read book Making DATA Work written by Anita Young and published by . This book was released on 2018 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Scott E. Page
Publisher : Basic Books
ISBN 13 : 0465094635
Total Pages : 585 pages
Book Rating : 4.4/5 (65 download)
Download or read book The Model Thinker written by Scott E. Page and published by Basic Books. This book was released on 2018-11-27 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja. From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.
Author : Anita Young
Publisher :
ISBN 13 : 9781929289462
Total Pages : 0 pages
Book Rating : 4.2/5 (894 download)
Download or read book Making Data Work written by Anita Young and published by . This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The third edition of "Making DATA Work" aligns with the third edition of "The ASCA National Model: A Framework for School Counseling Programs," which emphasizes the importance of using data to drive school counseling program development, implementation and evaluation. "Making DATA Work" complements the ASCA National Model by providing step-by-step implementation strategies, skill-building activities, examples and resources to help school counselors develop program goals, collect and analyze data and share their findings with key stakeholders"--amazon.com.
Author : American School Counselor Association
Publisher :
ISBN 13 : 9781929289592
Total Pages : 152 pages
Book Rating : 4.2/5 (895 download)
Download or read book ASCA National Model written by American School Counselor Association and published by . This book was released on 2019 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The ASCA National Model reflects a comprehensive approach to the design, implementation and assessment of a school counseling program that improves student success. The publication defines the school counselor's role in implementation of a school counseling program and provides step-by-step tools to build each componenet of your school counseling program, including defining, managing, delivering and assessing. This fourth edition reflects current education practices, aligns with the ASCA Mindsets & Behaviors for Student Success: K-12 College- and Career-Readiness Standards for Every Student and the ASCA professional standards & competencies and assists school counselors in developing an examplary school counseling program"-[P. 4], Cover.
Author : Carey Dimmitt
Publisher : Corwin Press
ISBN 13 : 1452294011
Total Pages : 241 pages
Book Rating : 4.4/5 (522 download)
Download or read book Evidence-Based School Counseling written by Carey Dimmitt and published by Corwin Press. This book was released on 2007-06-08 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Measure the difference you make in students′ academic, career, and personal/social development! Today′s school counselors are under enormous pressure to document their effectiveness by using data and producing quantitative accountability reports—whether or not they′ve had the appropriate training. This authoritative guide from highly respected counselor educators and trainers gives preservice and inservice school counselors the tools to knowledgeably identify evidence-based practices in their field and to use data in designing, implementing, and evaluating programs and interventions. Evidence-Based School Counseling provides a practical process for using evidence to determine three critical issues: what needs to be done, which interventions should be implemented, and whether or not the interventions are effective. Aligned with the American School Counselor Association′s National Model, this resource offers counselors skill-building guidelines for: Selecting, collecting, and analyzing data for informed planning Carrying out action research and building collaborative partnerships Measuring student learning and behavior change Communicating results to stakeholders, and more As counselors successfully incorporate data-based decision making and program planning into their work, they will witness positive academic and personal changes in the lives of their students.
Author : Cole Nussbaumer Knaflic
Publisher : John Wiley & Sons
ISBN 13 : 1119002265
Total Pages : 288 pages
Book Rating : 4.1/5 (19 download)
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 288 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!
Author : Trish Hatch
Publisher : Corwin Press
ISBN 13 : 1071825631
Total Pages : 473 pages
Book Rating : 4.0/5 (718 download)
Download or read book The Use of Data in School Counseling written by Trish Hatch and published by Corwin Press. This book was released on 2021-07-29 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edition provides school counselors with new ways for moving from reactive to proactive and from random to intentional counseling. By using data to determine what all students deserve to receive and when some students need more, it offers effective ways to provide proactive school counseling services, stay accountable, and advocate for systemic change. Includes data analysis, intervention strategies, methods aligned with standards, examples, artifacts, and other tools.
Author : Theodore B. Creighton
Publisher : Corwin Press
ISBN 13 : 145223843X
Total Pages : 225 pages
Book Rating : 4.4/5 (522 download)
Download or read book Schools and Data written by Theodore B. Creighton and published by Corwin Press. This book was released on 2006-07-06 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition: "Creighton′s descriptions of the applicability and helpfulness of statistics for educators is especially strong. His use of plain language and school-based examples is crucial." -Scott McLeod, Assistant Professor University of Cincinnati Improve instructional leadership practice with proven, easy-to-understand strategies for data-based decision making! Since the first edition of Schools and Data, the No Child Left Behind Act has swept the country, and data-based decision making is no longer an option for educators. Today′s educational climate makes it imperative for all schools to collect data and use statistical analysis to help create clear goals and recognize strategies for improvement. Schools and Data, Second Edition, focuses on the relevance of statistics in the lives of principals and teachers. Real-life examples and step-by-step procedures for collecting and organizing data provide every school leader with the means to facilitate more appropriate and effective decision making. With a highly practical method for statistical analysis, this comprehensive yet reader-friendly new edition places special emphasis on: Connecting statistics and educators′ daily work Integrating applied technology, including Excel and SPSS software Strengthening educators′ data interpretation skills Building strong skills in problem analysis, program evaluation, data-driven decision making, and report preparation Increasing the focus on correlation and regression Packed with easy-to-follow instructions, illustrations, and real-world examples that educators can readily understand, this is an essential resource for school leaders who want to create meaningful, data-driven decisions! *Note: The author created web site that provides information and activities paralleling the individual chapters of the second education of Schools and Data text is NO LONGER AVAILABLE.
Author : Stephen H. White
Publisher : Lead + Learn Press
ISBN 13 : 9780964495548
Total Pages : 252 pages
Book Rating : 4.4/5 (955 download)
Download or read book Beyond the Numbers written by Stephen H. White and published by Lead + Learn Press. This book was released on 2005 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Long overdue, Beyond the Numbers is one of the first books to really examine the process of data analysis for practitioners. Educators facing the implementation of No Child Left Behind will find Dr. White's insights to be a practical approach.
Author : Edosa Odaro
Publisher : CRC Press
ISBN 13 : 1000566242
Total Pages : 220 pages
Book Rating : 4.0/5 (5 download)
Download or read book Making Data Work written by Edosa Odaro and published by CRC Press. This book was released on 2022-04-04 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you care about AI transformation, empowering people or advancing organisational success in an increasingly digital world, then you should read this book.—Yomi Ibosiola, Chief Data and Analytics Officer, Union Bank A retail giant already struggling due to the Covid-19 pandemic was faced with a disastrous situation when—at the end of a critical investment in an artificial intelligence project that had been meant to save money—it suddenly discovered that its implementation was likely to leave it worse off. An entire critical service stream within an insurer’s production system crashed. This critical failure resulted in the detentions of fully insured motorists for allegedly not carrying required insurance. Making Data Work: Enabling Digital Transformation, Empowering People and Advancing Organisational Success details these two scenarios as well as others illustrating the consequences that arise when organizations do not know how to make data work properly. It is a journey to determine what to do to "make data work" for ourselves and for our organisations. It is a journey to discover how to bring it all together so organisations can enable digital transformation, empower people, and advance organisational success. It is the journey to a world where data and technology finally live up to the hype and deliver better human outcomes, where artificial intelligence can move us from reacting to situations to predicting future occurrences and enabling desirable possibilities.
Author : David E. Nelson (M.D.)
Publisher : Oxford University Press, USA
ISBN 13 : 019538153X
Total Pages : 340 pages
Book Rating : 4.1/5 (953 download)
Download or read book Making Data Talk written by David E. Nelson (M.D.) and published by Oxford University Press, USA. This book was released on 2009 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors summarize and synthesize research on the selection and presentation of data pertinent to public health and provide practical suggestions, based on this research summary and synthesis, on how scientists and other public health practitioners can better communicate data to the public, policy makers and the press.
Author : Danyel Fisher
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491928441
Total Pages : 167 pages
Book Rating : 4.4/5 (919 download)
Download or read book Making Data Visual written by Danyel Fisher and published by "O'Reilly Media, Inc.". This book was released on 2017-12-20 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: "You have a mound of data sitting in front of you and a suite of computation tools at your disposal. And yet, you're stumped as to how to turn that data into insight. Which part of that data actually matters, and where is this insight hidden? If you're a data scientist who struggles to navigate the murky space between data and insight, this book will help you think about and reshape data for visual data exploration. It's ideal for relatively new data scientists, who may be computer-knowledgeable and data-knowledgeable, but do not yet know how to create effective, explorable representations of data. With this book, you'll learn: Task analysis, driven by a series of leading questions that draw out the important aspects of the data to be explored; Visualization patterns, each of which take a different perspective on data and answer different questions; A taxonomy of visualizations for common data types; Techniques for gathering design requirements; When and where to make use of statistical methods."--
Author : Addison, C.
Publisher : CTA
ISBN 13 :
Total Pages : 76 pages
Book Rating : 4./5 ( download)
Download or read book Farmer profiling: Making data work for smallholder farmers written by Addison, C. and published by CTA. This book was released on 2017-11-28 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: The study presented in this report was commissioned by the Technical Centre for Agricultural and Rural Cooperation (CTA) as a member of the Global Open Data for Agriculture & Nutrition (GODAN) initiative, and was conducted by SB Consulting (SBC4D). The objective of the research is to understand the role of farmer organisations (FO) and cooperatives in the agriculture data ecosystem. These organisations have long been recognised to play an important role in society that translates into the improvement of living conditions of their members, particularly the low-income earning population. More than 40% of households in Africa are member of a cooperative society ([ILO-2000]) and the cooperative movement is Africa’s biggest nongovernmental organisation. The key question this report explores is the role of these organisations in the emergent “data revolution.” How can they ensure that this data revolution benefits their members and the smallholder farmers in general, and at the same time contribute to the revolution by providing valuable information to policy makers or other stakeholders of the ecosystem?
Author : Jenny Grant Rankin
Publisher : Routledge
ISBN 13 : 1317353382
Total Pages : 163 pages
Book Rating : 4.3/5 (173 download)
Download or read book How to Make Data Work written by Jenny Grant Rankin and published by Routledge. This book was released on 2016-01-22 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: Educators are increasingly responsible for using data to improve teaching and learning in their schools. This helpful guide provides leaders with simple steps for facilitating accurate analysis and interpretation of data, while avoiding common errors and pitfalls. How to Make Data Work provides clear strategies for getting data into workable shape and creating an environment that supports understanding, analysis, and successful use of data, no matter what data system or educational technology tools are in place in your district. This accessible resource makes data easy to understand and use so that educators can better evaluate and maximize their systems to help their staff, students, and school succeed. With this tried-and-true guidance, you’ll be prepared to advocate for tools that adhere to data reporting standards, avoid misinterpretation of data, and improve the data use climate in your school.
Author : Catherine D'Ignazio
Publisher : MIT Press
ISBN 13 : 026254718X
Total Pages : 328 pages
Book Rating : 4.2/5 (625 download)
Download or read book Data Feminism written by Catherine D'Ignazio and published by MIT Press. This book was released on 2023-10-03 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.
Author : Kristoffer Bjärkefur
Publisher : World Bank Publications
ISBN 13 : 1464816956
Total Pages : 388 pages
Book Rating : 4.4/5 (648 download)
Download or read book Development Research in Practice written by Kristoffer Bjärkefur and published by World Bank Publications. This book was released on 2021-07-16 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Development Research in Practice leads the reader through a complete empirical research project, providing links to continuously updated resources on the DIME Wiki as well as illustrative examples from the Demand for Safe Spaces study. The handbook is intended to train users of development data how to handle data effectively, efficiently, and ethically. “In the DIME Analytics Data Handbook, the DIME team has produced an extraordinary public good: a detailed, comprehensive, yet easy-to-read manual for how to manage a data-oriented research project from beginning to end. It offers everything from big-picture guidance on the determinants of high-quality empirical research, to specific practical guidance on how to implement specific workflows—and includes computer code! I think it will prove durably useful to a broad range of researchers in international development and beyond, and I learned new practices that I plan on adopting in my own research group.†? —Marshall Burke, Associate Professor, Department of Earth System Science, and Deputy Director, Center on Food Security and the Environment, Stanford University “Data are the essential ingredient in any research or evaluation project, yet there has been too little attention to standardized practices to ensure high-quality data collection, handling, documentation, and exchange. Development Research in Practice: The DIME Analytics Data Handbook seeks to fill that gap with practical guidance and tools, grounded in ethics and efficiency, for data management at every stage in a research project. This excellent resource sets a new standard for the field and is an essential reference for all empirical researchers.†? —Ruth E. Levine, PhD, CEO, IDinsight “Development Research in Practice: The DIME Analytics Data Handbook is an important resource and a must-read for all development economists, empirical social scientists, and public policy analysts. Based on decades of pioneering work at the World Bank on data collection, measurement, and analysis, the handbook provides valuable tools to allow research teams to more efficiently and transparently manage their work flows—yielding more credible analytical conclusions as a result.†? —Edward Miguel, Oxfam Professor in Environmental and Resource Economics and Faculty Director of the Center for Effective Global Action, University of California, Berkeley “The DIME Analytics Data Handbook is a must-read for any data-driven researcher looking to create credible research outcomes and policy advice. By meticulously describing detailed steps, from project planning via ethical and responsible code and data practices to the publication of research papers and associated replication packages, the DIME handbook makes the complexities of transparent and credible research easier.†? —Lars Vilhuber, Data Editor, American Economic Association, and Executive Director, Labor Dynamics Institute, Cornell University
Author : Martin Kleppmann
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491903104
Total Pages : 658 pages
Book Rating : 4.4/5 (919 download)
Download or read book Designing Data-Intensive Applications written by Martin Kleppmann and published by "O'Reilly Media, Inc.". This book was released on 2017-03-16 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, we have an overwhelming variety of tools, including relational databases, NoSQL datastores, stream or batch processors, and message brokers. What are the right choices for your application? How do you make sense of all these buzzwords? In this practical and comprehensive guide, author Martin Kleppmann helps you navigate this diverse landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications. Peer under the hood of the systems you already use, and learn how to use and operate them more effectively Make informed decisions by identifying the strengths and weaknesses of different tools Navigate the trade-offs around consistency, scalability, fault tolerance, and complexity Understand the distributed systems research upon which modern databases are built Peek behind the scenes of major online services, and learn from their architectures
