Street Data

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Street Data

Shane Safir,Jamila Dugan
Street Data Book PDF

Author : Shane Safir,Jamila Dugan
Publisher : Corwin
Page : 281 pages
File Size : 49,7 Mb
Release : 2021-02-12
Category : Education
ISBN : 9781071812662

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Street Data Book in PDF, Epub and Kindle

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.

Street Data

Shane Safir,Jamila Dugan
Street Data Book PDF

Author : Shane Safir,Jamila Dugan
Publisher : Corwin Press
Page : 280 pages
File Size : 46,7 Mb
Release : 2021-02-18
Category : Education
ISBN : 9781071812686

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Street Data Book in PDF, Epub and Kindle

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.

Street Data

Shane Safir,Jamila Dugan
Street Data Book PDF

Author : Shane Safir,Jamila Dugan
Publisher : Corwin Publishers
Page : 272 pages
File Size : 50,5 Mb
Release : 2021-03-23
Category : Electronic
ISBN : 1071812718

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Street Data Book in PDF, Epub and Kindle

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

The Listening Leader

Shane Safir
The Listening Leader Book PDF

Author : Shane Safir
Publisher : John Wiley & Sons
Page : 368 pages
File Size : 43,7 Mb
Release : 2017-03-17
Category : Education
ISBN : 9781119186359

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The Listening Leader Book in PDF, Epub and Kindle

LISTENING . . . THE KEY TO BECOMING A TRANSFORMATIVE SCHOOL LEADER The Listening Leader is a practical guide that will inspire school, district, and teacher leaders to make substantive change and increase equitable student outcomes. Rooted in the values of equity, relationships, and listening, this luminous book helps reimagine what is possible in education today. Drawing from more than twenty years of experience in public schools, Shane Safir incorporates hands-on strategies and powerful stories to show us how to leverage one of the most vital tools of leadership: listening. As a Listening Leader you'll feel more confident in these core competencies: Cultivating relationships with stakeholders Addressing equity challenges in your organization Gathering student, staff, and parent perspectives as rich data on improvement Fostering a thriving culture of collaboration and innovation The Listening Leader offers a much-needed leadership model to transform every facet of school life, and most importantly, to shape our schools into equitable places of learning. As Michael Fullan writes in the Foreword, "Read it, act on it, and reap the benefits for all." "This book is a 'must have' for any leader trying to move the needle on equity. Drawing from her lived experience as a principal and leadership coach, Safir offers stories that give insight and practical strategies that get results. It's one you'll keep coming back to." —Zaretta Hammond, author of Culturally Responsive Teaching and the Brain " The Listening Leader immediately changed the way I interact with students, teachers, families and community members." —Tamara Friedman, assistant principal, Berkeley High School "Shane Safir has written a brilliant book. As engaging as it is informative and as revelatory as it is relevant. It is a must-read for school leaders and those who aspire to lead." —Chris Emdin, associate professor of science education, Teachers College, Columbia University; author of For White Folks Who Teach In the Hood and the Rest of Ya'll too

Summary of Shane Safir & Jamila Dugan's Street Data

Everest Media,
Summary of Shane Safir Jamila Dugan s Street Data Book PDF

Author : Everest Media,
Publisher : Everest Media LLC
Page : 35 pages
File Size : 46,7 Mb
Release : 2022-08-29T22:59:00Z
Category : Education
ISBN : 9798350017625

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Summary of Shane Safir & Jamila Dugan's Street Data Book in PDF, Epub and Kindle

Please note: This is a companion version & not the original book. Sample Book Insights: #1 As we write this book, we are experiencing a quadruple pandemic: COVID-19, systemic racism, near economic collapse, and climate change. #2 Street data is the qualitative and experiential data that arises at eye level and on lower frequencies when we train our brains to discern it. It is asset based, and it helps educators look for what’s right in their students, schools, and communities instead of seeking out what’s wrong. #3 I have learned that there are many ways of learning and succeeding outside of the traditional American and Western education system. Learning does not require a school building or a classroom. Equity work is primarily pedagogical. #4 We hope to offer you a vision of an educational system that doesn’t yet exist, one rooted in human experience and decolonized ways of being, knowing, and learning.

The Data Detective

Tim Harford
The Data Detective Book PDF

Author : Tim Harford
Publisher : Penguin
Page : 336 pages
File Size : 54,8 Mb
Release : 2021-02-02
Category : Business & Economics
ISBN : 9780593084670

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The Data Detective Book in PDF, Epub and Kindle

From “one of the great (greatest?) contemporary popular writers on economics” (Tyler Cowen) comes a smart, lively, and encouraging rethinking of how to use statistics. Today we think statistics are the enemy, numbers used to mislead and confuse us. That’s a mistake, Tim Harford says in The Data Detective. We shouldn’t be suspicious of statistics—we need to understand what they mean and how they can improve our lives: they are, at heart, human behavior seen through the prism of numbers and are often “the only way of grasping much of what is going on around us.” If we can toss aside our fears and learn to approach them clearly—understanding how our own preconceptions lead us astray—statistics can point to ways we can live better and work smarter. As “perhaps the best popular economics writer in the world” (New Statesman), Tim Harford is an expert at taking complicated ideas and untangling them for millions of readers. In The Data Detective, he uses new research in science and psychology to set out ten strategies for using statistics to erase our biases and replace them with new ideas that use virtues like patience, curiosity, and good sense to better understand ourselves and the world. As a result, The Data Detective is a big-idea book about statistics and human behavior that is fresh, unexpected, and insightful.

Think Like Socrates

Shanna Peeples
Think Like Socrates Book PDF

Author : Shanna Peeples
Publisher : Corwin Press
Page : 305 pages
File Size : 46,6 Mb
Release : 2018-08-16
Category : Education
ISBN : 9781506391632

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Think Like Socrates Book in PDF, Epub and Kindle

The key to creating wonder and empathy in class? Questions! Socrates believed in the power of questions rather than the efficiency of lecturing his students. And yet, if we revere Socrates as one of the greatest teachers in history, how did we get so far away from his method of inquiry? Shanna Peeples, 2015 National Teacher of the Year, is here to flip the script and show you how teachers can create a welcoming and engaging atmosphere that encourages student questions and honors their experiences. This resource provides Practical strategies for creating a classroom that runs on dialogue, curiosity, inquiry, and respect An enhancement to your existing curriculum, regardless of content area or grade level, with examples and advice from award-winning teachers Questions of increasing depth paired with sample texts to increase student engagement with your content Step-by-step lessons for generating and using students’ questions as a way of assessing their thinking, and helping them guide that thinking into new learning aligned to state standards Lesson extensions for English language learners, special education students, and gifted and talented students Writing suggestions, in-class debate questions, and scoring rubrics for each content area Recommended multimedia texts grouped by big questions Detailed protocols for using inquiry with adults as a base for Professional Learning Communities, for guiding staff meetings, and for creating inquiry groups around common areas of practice Your students’ deepest wonderings can point toward learning experiences that allow them to practice the work of citizenship grounded in empathy. Let the questions begin!

The Wall Street Journal Guide to Information Graphics

Dona M Wong
The Wall Street Journal Guide to Information Graphics Book PDF

Author : Dona M Wong
Publisher : National Geographic Books
Page : 0 pages
File Size : 52,6 Mb
Release : 2013-12-17
Category : Business & Economics
ISBN : 9780393347289

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The Wall Street Journal Guide to Information Graphics Book in PDF, Epub and Kindle

The definitive guide to the graphic presentation of information. In today’s data-driven world, professionals need to know how to express themselves in the language of graphics effectively and eloquently. Yet information graphics is rarely taught in schools or is the focus of on-the-job training. Now, for the first time, Dona M. Wong, a student of the information graphics pioneer Edward Tufte, makes this material available for all of us. In this book, you will learn: to choose the best chart that fits your data; the most effective way to communicate with decision makers when you have five minutes of their time; how to chart currency fluctuations that affect global business; how to use color effectively; how to make a graphic “colorful” even if only black and white are available. The book is organized in a series of mini-workshops backed up with illustrated examples, so not only will you learn what works and what doesn’t but also you can see the dos and don’ts for yourself. This is an invaluable reference work for students and professional in all fields.

Effective Data Storytelling

Brent Dykes
Effective Data Storytelling Book PDF

Author : Brent Dykes
Publisher : John Wiley & Sons
Page : 336 pages
File Size : 46,6 Mb
Release : 2019-12-10
Category : Computers
ISBN : 9781119615736

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Effective Data Storytelling Book in PDF, Epub and Kindle

Master the art and science of data storytelling—with frameworks and techniques to help you craft compelling stories with data. The ability to effectively communicate with data is no longer a luxury in today’s economy; it is a necessity. Transforming data into visual communication is only one part of the picture. It is equally important to engage your audience with a narrative—to tell a story with the numbers. Effective Data Storytelling will teach you the essential skills necessary to communicate your insights through persuasive and memorable data stories. Narratives are more powerful than raw statistics, more enduring than pretty charts. When done correctly, data stories can influence decisions and drive change. Most other books focus only on data visualization while neglecting the powerful narrative and psychological aspects of telling stories with data. Author Brent Dykes shows you how to take the three central elements of data storytelling—data, narrative, and visuals—and combine them for maximum effectiveness. Taking a comprehensive look at all the elements of data storytelling, this unique book will enable you to: Transform your insights and data visualizations into appealing, impactful data stories Learn the fundamental elements of a data story and key audience drivers Understand the differences between how the brain processes facts and narrative Structure your findings as a data narrative, using a four-step storyboarding process Incorporate the seven essential principles of better visual storytelling into your work Avoid common data storytelling mistakes by learning from historical and modern examples Effective Data Storytelling: How to Drive Change with Data, Narrative and Visuals is a must-have resource for anyone who communicates regularly with data, including business professionals, analysts, marketers, salespeople, financial managers, and educators.

Factfulness

Hans Rosling,Anna Rosling Rönnlund,Ola Rosling
Factfulness Book PDF

Author : Hans Rosling,Anna Rosling Rönnlund,Ola Rosling
Publisher : Flatiron Books
Page : 288 pages
File Size : 43,9 Mb
Release : 2018-04-03
Category : Science
ISBN : 9781250123817

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Factfulness Book in PDF, Epub and Kindle

INSTANT NEW YORK TIMES BESTSELLER “One of the most important books I’ve ever read—an indispensable guide to thinking clearly about the world.” – Bill Gates “Hans Rosling tells the story of ‘the secret silent miracle of human progress’ as only he can. But Factfulness does much more than that. It also explains why progress is so often secret and silent and teaches readers how to see it clearly.” —Melinda Gates "Factfulness by Hans Rosling, an outstanding international public health expert, is a hopeful book about the potential for human progress when we work off facts rather than our inherent biases." - Former U.S. President Barack Obama Factfulness: The stress-reducing habit of only carrying opinions for which you have strong supporting facts. When asked simple questions about global trends—what percentage of the world’s population live in poverty; why the world’s population is increasing; how many girls finish school—we systematically get the answers wrong. So wrong that a chimpanzee choosing answers at random will consistently outguess teachers, journalists, Nobel laureates, and investment bankers. In Factfulness, Professor of International Health and global TED phenomenon Hans Rosling, together with his two long-time collaborators, Anna and Ola, offers a radical new explanation of why this happens. They reveal the ten instincts that distort our perspective—from our tendency to divide the world into two camps (usually some version of us and them) to the way we consume media (where fear rules) to how we perceive progress (believing that most things are getting worse). Our problem is that we don’t know what we don’t know, and even our guesses are informed by unconscious and predictable biases. It turns out that the world, for all its imperfections, is in a much better state than we might think. That doesn’t mean there aren’t real concerns. But when we worry about everything all the time instead of embracing a worldview based on facts, we can lose our ability to focus on the things that threaten us most. Inspiring and revelatory, filled with lively anecdotes and moving stories, Factfulness is an urgent and essential book that will change the way you see the world and empower you to respond to the crises and opportunities of the future. --- “This book is my last battle in my life-long mission to fight devastating ignorance...Previously I armed myself with huge data sets, eye-opening software, an energetic learning style and a Swedish bayonet for sword-swallowing. It wasn’t enough. But I hope this book will be.” Hans Rosling, February 2017.

Indigenous Data Sovereignty

Tahu Kukutai,John Taylor
Indigenous Data Sovereignty Book PDF

Author : Tahu Kukutai,John Taylor
Publisher : ANU Press
Page : 344 pages
File Size : 40,5 Mb
Release : 2016-11-14
Category : Social Science
ISBN : 9781760460310

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Indigenous Data Sovereignty Book in PDF, Epub and Kindle

As the global ‘data revolution’ accelerates, how can the data rights and interests of indigenous peoples be secured? Premised on the United Nations Declaration on the Rights of Indigenous Peoples, this book argues that indigenous peoples have inherent and inalienable rights relating to the collection, ownership and application of data about them, and about their lifeways and territories. As the first book to focus on indigenous data sovereignty, it asks: what does data sovereignty mean for indigenous peoples, and how is it being used in their pursuit of self-determination? The varied group of mostly indigenous contributors theorise and conceptualise this fast-emerging field and present case studies that illustrate the challenges and opportunities involved. These range from indigenous communities grappling with issues of identity, governance and development, to national governments and NGOs seeking to formulate a response to indigenous demands for data ownership. While the book is focused on the CANZUS states of Canada, Australia, Aotearoa/New Zealand and the United States, much of the content and discussion will be of interest and practical value to a broader global audience. ‘A debate-shaping book … it speaks to a fast-emerging field; it has a lot of important things to say; and the timing is right.’ — Stephen Cornell, Professor of Sociology and Faculty Chair of the Native Nations Institute, University of Arizona ‘The effort … in this book to theorise and conceptualise data sovereignty and its links to the realisation of the rights of indigenous peoples is pioneering and laudable.’ — Victoria Tauli-Corpuz, UN Special Rapporteur on the Rights of Indigenous Peoples, Baguio City, Philippines

Interpreting Quantitative Data with SPSS

Rachad Antonius
Interpreting Quantitative Data with SPSS Book PDF

Author : Rachad Antonius
Publisher : SAGE
Page : 338 pages
File Size : 49,6 Mb
Release : 2003-01-22
Category : Social Science
ISBN : 0761973990

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Interpreting Quantitative Data with SPSS Book in PDF, Epub and Kindle

This is a textbook for introductory courses in quantitative research methods across the social sciences. It offers a detailed explanation of introductory statistical techniques and presents an overview of the contexts in which they should be applied.

A Simple Introduction to Data Science

Lars Nielsen
A Simple Introduction to Data Science Book PDF

Author : Lars Nielsen
Publisher : New Street Communications, LLC
Page : 62 pages
File Size : 40,9 Mb
Release : 2015-04-10
Category : Electronic
ISBN : 0692426558

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A Simple Introduction to Data Science Book in PDF, Epub and Kindle

Taking up where the bestselling "A Simple Introduction to Data Science" leaves off, Lars Nielsen's "A Simple Introduction to Data Science, BOOK TWO" expands on elementary concepts introduced in the first volume while at the same time embracing several new and key topics. Coverage includes the art and practice of introducing Data Science to the culture of the enterprise ... Data Science ethics and privacy concerns ... key concepts in data visualization ... the role of Artificial Intelligence, Machine Learning, and Deep Learning ... Data Curation and the "Tribal Knowledge" problem ... Hadoop, R, and Python ... and discussion of how the Data Scientist role will evolve in future.

Flash Boys: A Wall Street Revolt

Michael Lewis
Flash Boys A Wall Street Revolt Book PDF

Author : Michael Lewis
Publisher : W. W. Norton & Company
Page : 288 pages
File Size : 44,8 Mb
Release : 2014-03-31
Category : Business & Economics
ISBN : 9780393244663

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Flash Boys: A Wall Street Revolt Book in PDF, Epub and Kindle

Argues that post-crisis Wall Street continues to be controlled by large banks and explains how a small, diverse group of Wall Street men have banded together to reform the financial markets.

An Introduction to Statistical Learning

Gareth James,Daniela Witten,Trevor Hastie,Robert Tibshirani
An Introduction to Statistical Learning Book PDF

Author : Gareth James,Daniela Witten,Trevor Hastie,Robert Tibshirani
Publisher : Springer Science & Business Media
Page : 426 pages
File Size : 53,6 Mb
Release : 2013-06-24
Category : Mathematics
ISBN : 9781461471387

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An Introduction to Statistical Learning Book in PDF, Epub and Kindle

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 to marketing to 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, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform. Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers. An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.