Bootstrap offers a course curriculum, lesson modules and professional development workshops focused on learning the fundamentals of coding and data analysis. The lesson plans are ready to implement across disciplines, including presentation slides, worksheets for students, and mock datasets when applicable.

A Tale of Two Graphs: Education and Immigration in the U.S. is the 2nd place winning lesson plan selected from the DS4E Bite-Sized Lesson Plan Competition. The lesson plan is designed to push students (grades 7+) to apply graph interpretation skills to a current social issue through data analysis and visualizations. It includes slides, a detailed facilitation guide, worksheets, and external resources for students.

CODAP is a data analysis platform offered by the Concord Consortium and available for use by teachers and students. The platform includes sample datasets, and allows for visualization, summarization, and interpretation of data, and offers games and modules for students to practice data reasoning skills.

CodeVA offers K-12 computer science professional learning opportunities, which are free to public school teachers in Virginia and open to all other educators with a nominal fee, as well as computer science curriculum resources.

Callysto is a software tool that helps students and teachers learn and apply data science skills including data analysis, visualization, coding, and computational thinking. Their online PD Course provides teachers the tools to bring data literacy to their classrooms. Grade levels are 5-12 and courses cover all subject areas.

The AI Education Project provides instructional resources for teachers to introduce AI concepts to students in an interdisciplinary way, emphasizing the humanities and project-based learning while building on STEM concepts. Lessons include facilitator guides, supplemental materials, and training resources for teachers.

Code.org provides a wide range of activities designed for students from kindergarten on. While most of their free curriculum resources are designed for computer science and coding skills, there are several Hour of Code activities designed specifically for data science. Code.org also includes teacher guides and a list of relevant standards from the common core and Next Generation Science Standards.

CourseKata is an interactive online textbook designed for beginners in data science and algebra. It includes hands-on activities to practice manipulating and analyzing data using Jupyter and R. CourseKata also provides office hours and workshops for teachers as well as an introductory 12-session training to support their curriculum implementation.

DataClassroom offers lesson plans with accompanying datasets, an internal platform to organize data and create graphs, and professional development trainings for teachers. The internal platform is accessible to both teachers and students who register, and walks users through a multistep data analysis process.

The Invitations to Inquiry initiative provides lesson plans that allow students to work with community and citizen science data from projects hosted on the FieldScope platform. Teachers and students use FieldScope to collect, visualize, and analyze environmental data.

CodeHS provides curricula for Data Science through our online learning platform. Our courses introduce and equip students with essential skills of a data scientist which include data collection, cleanup, transformation, analysis, and visualization. CodeHS also provides support for teachers in the form of lesson plans, year-round professional development, and tools for grading and tracking student progress.

Data Education in Schools provides a variety of curricular resources for learners grades K-12. These include data sets, lesson plans, and activities across the subject areas. Resources are divided by topic and theme, such as water pollution and seasonal topics, and range from short activities to complete units.