Dataspire's Advancing Pattern Recognition (K-12) document provides an overview of common ways we talk about patterns in different contexts, grade-appropriate talk, tasks, and skills tailored to help students recognize patterns in data with curiosity and confidence, in a slidedeck format for flexible use in class discussions, integration into activity worksheets, or to pull from for quick adaptations to enhance your lessons.

Deepnote is a collaborative coding environment. Instructors can create courses, share assignments, track submissions, and provide feedback directly on students' programming assignments. The platform is entirely web-based so users do not need to download Python, Jupyter, or any other coding software.

The Investigating U.S. Society with Data (USS-DATA) curriculum modules are designed to promote high school students’ statistical thinking and data literacy skills through investigations of social and economic conditions in the U.S.

Key2STATS.com, is an innovative educational platform dedicated to enhancing statistics and data science education for high school and college students. It offers instant grading, personalized support, interactive lessons, and a comprehensive resource library, including over 1,500 datasets for use in the RDojo coding environment. With real-time learning analytics, computing and coding support, and an automated assessment and tutoring system, Key2STATS.com aims to improve learning outcomes by addressing accessibility challenges and providing tailored learning experiences for students and educators in statistics and data science.

Add some guidance to your CER prompts and deepen students’ communication and thinking around data as evidence with our "Dataspire: CER – Arguing from Evidence or Constructing an Explanation?" guide! Designed as a quick reference for teachers, this resource includes:
a breakdown of how the two writing practices compare,
an example of each (for MS science), and
a summary table including the goal, tone, and focus of each

Digital Scholars is an intensive summer program for high school and college students to build computing skills, increase college and career-readiness, and make connections to Chicago’s dynamic tech community. One of the courses includes Data Science Discovery, where students perform hands-on-analysis of real-world datasets to analyze and discover the impact of the data while using python. Students also reflect on the social issues surrounding data analysis such as privacy and design.

InSTEP is a free personalized professional learning to support teachers and instructional coaches in developing expertise in statistics and data science in grades 6-12. This online platform offers teachers the opportunity to engage in data investigations, gather high quality lesson plans, learn new tools, and build pedagogical skills for supporting students' learning with data.

LabFront | PhysioQ is a data analytics platform that empowers high school students to become researchers and collect their own data through the use of wearable devices. For interested teachers, there is a yearly fee for use of the program’s tools and curriculum.

Decision Trees is a lesson plan selected from the DS4E Bite-Sized Lesson Plan Competition. This lesson plan contrasts human and computer logic systems to classify data and make predictions using labeled datasets. Students will learn key components of computer models such as vocabulary, training and testing stages, and ethical considerations through the use of a variety of programming platforms.

EVERFI's data science curriculum for high school is designed to empower students with knowledge about the fundamentals of data science, its currency in the job market, and its applicability to everyday life. Data Science and the supplemental exploration labs are available to K-12 Schools at no cost.

Teens Crunch Data is a hands-on bootcamp designed to teach the basic concepts of data analytics and statistics. While building an interactive data app, students are introduced to the key principles of data handling. No prior coding experience is required.

MATHCOUNTS dedicates itself exclusively to middle school math students with a suite of resources, including activities for in-classroom use, math clubs, and competitions. Activities in the resource center are aligned to common core standards, include handouts, and indicate difficulty level.