Data Science Foundation for Teachers
Build foundational data literacy — understand what data is, what types exist in schools, how to read visualizations, and how to ask the right questions of data before jumping to conclusions.
What you'll walk away with
Distinguish between quantitative and qualitative data sources in schools and identifies the appropriate use of each
Read and critically evaluates data visualisations, identifying misleading presentations and missing context
Formulate specific, answerable data questions before examining data rather than searching for patterns retrospectively
Apply the correlation-causation distinction and identifies confirmation bias in school data conversations
How a Learning Series works
Work through the snacks — short, evidence-based lessons that build your understanding. Each one gives you research, a classroom connection, and one thing to try or discuss.
Test your understanding in a low-stakes mini-experiment before you bring it to your classroom. Leverage our downloadable materials to support you in your teaching and classroom practice and let us know how it goes!
For credit towards an Accingo Course certificate, try something from this series in your own classroom, then complete a short, structured reflection on what you learned and what you would bring to your PLC and/or regular practice. You will see "Application Artifact" if required.
