Education Data Done Right
Education Data Done Right
Lessons from the Trenches of Applied Data Science
About the Book
Across the country hundreds of data scientists and analysts are working for thousands of education agencies trying to help schools, school leaders, and education systems as a whole function more effectively. The work they do is critical to everything from scheduling classes and evaluating programs, to managing enrollments, strategic planning, and making the laws that shape our public education infrastructure at large.
This book is for them. For their work. For the struggle.
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. But, there are far fewer places for education analysts themselves to share their ideas, to describe their challenges, or to cover their efforts to do good science in the everyday.
We wanted to bring the voices and the work these folks do to the forefront, so others among them could learn from the hard fought advances they’ve made and that benefit us all.
This book is by folks who’ve been agency analysts for folks who are agency analysts.
And we hope it is just the beginning.
About the Authors
Bundles that include this book
About the Contributors
Table of Contents
Introduction
Metadata and Business Rules
An Analyst's Guide to IT
Data Requests: You Can Make them Useful (we swear)
Politics and Data Driven Decision Making
Moments of Truth: Why Calculating Descriptive Statistics Is Actually Some of the Most Important Work You’ll Do
Applying Tools of the Trade: Descriptive Data Commands in Context
Conclusions
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