National Student Data Corps – Educator Central

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National Student Data Corps – Educator Central

Welcome Educators!

Data science is more important than ever in today’s digital world and has applications in all disciplines. The resources below can help you whether you are building a new data science program at your school, running a lab and looking for datasets, or just interested in how you can incorporate data science topics in your classroom.

Open Courses and Resources

Build a data science curriculum that works for your students using these materials from different universities and organizations.

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Big Data for Little Kids

This curriculum creates opportunities for families to connect over data science and literacy.


Data4Kids created five data stories for educators to access and modify for the classroom.

Data 8: Foundations of Data Science

This course from UC Berkeley covers statistics, data visualization, machine learning, and basic programming in Python.

Data: Past, Present, Future

This Columbia University course teaches algorithms, data manipulation, and ethics.

Data Science Ethics

Visit NSDC – Learner Central for resources on data science ethics issues including privacy, informed consent, and bias.

Institute for Data-Driven Dynamical Design (ID4)

ID4 aims to transform how scientists and engineers harness data when designing materials and structures.

International Data Science in Schools Project

This international collaborative project provides a pre-calculus course for high school students and a course for educators on teaching data science.

Introduction to Data Science Course

Created and taught by NSDC Founding Committee member Ajay Anand, this course was adapted from the Data 8 class. Assignments and workbooks can be found at

Investing in America’s Data Science and Analytics Talent

This joint report from the Business Higher Education Forum and PwC looks at eight actions for change to put the supply of skills in balance with the demand.

Journal of Statistics and Data Science Education (JSDSE)

JSDSE is a 32 year-old open-access journal that is published jointly by the American Statistical Association and Taylor & Francis.

The Missing Semester

This MIT course covers skills often skipped in computer science courses, including the command line, data wrangling, and text editors’ use in version control.

Open DS4All

Explore lectures, instructor notes, Jupyter notebooks, and assignments on topics including data wrangling and ML.

Open P-Tech

This IBM curriculum covers cybersecurity and artificial intelligence. Students can register to earn digital badges to demonstrate their accomplishments.

Numeracy Infusion Course for Higher Education

Whether called numeracy, quantitative literacy (QL), or quantitative reasoning (QR), the infusion of quantitative materials throughout the curriculum is an imperative of higher education.

Data Science Programs

Learn about data science programs at different institutions.

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Binghamton University MS in Data Analytics

This program is a collaboration across STEM, business, and engineering departments. Students learn how to analyze data and work on projects tackling real-world problems.

CUNY City Tech BS in Data Science

This program synthesizes applied mathematics, high-performance computing, and data management and analysis for a well-rounded data science education.

Global Columbia Collaboratory

This program enables students to learn about global challenges and collaborate on projects to address them, which can be data and technology-driven.

Queensborough Community College Data Science Lab for Undergraduate Research

This lab engages undergraduate students in data science-related training and research activities.


Use these datasets for research or to help students practice data analysis.

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Analyze Boston

Explore datasets on issues of finance, city services, public safety, the environment, and more from Boston's open data hub.

Climate Data Library

The IRI Data Library allows users to view, analyze, and download hundreds of terabytes of climate-related data through a standard web browser.

Consortium of Universities for the Advancement of Hydrologic Science, Inc.

Access thousands of hydrologic, biogeochemical, and geographic datasets from U.S. agencies, university projects, and community initiatives.


Discover and publish datasets on any topic you're interested in, collaborate with other data scientists, and find competitions to solve data science challenges.
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NYC Open Data

Published by New York City agencies and other partners, NYC Open Data provides datasets on city government, environment, health, and more.

UCI Machine Learning Repository

Explore the University of California, Irvine’s repository of over 550 datasets on diverse topics.

IEEE DataPort

Search the IEEE DataPort for open-source access to data sets related to security, health, demographics, and more.

Boot Camps

Use these resources to develop your own student boot camps or workshops.

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Foundations for Research Compliance

Foundations for Research Computing provides informal training for Columbia University students to learn core languages and libraries skills, software development tools, best practices, and computational problem-solving.

Check out the NSDC Learner Central and NSDC Career Central for more data science resources.

Stay Connected with Us

Email us at with any inquiries or questions.

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