Free lesson resources for teaching Data Science NPA (National Progress Award) Level 6.
This lesson covers how to use data ethically, specifically,
- What is bias and the causes of bias
- How to mitigate against data bias.
Lesson content,
A PowerPoint/PDF presentation, ‘Causes & impacts of bias’
Excel Question workbook on ‘Causes & impacts of bias’ (for learners)
Excel Answers workbook on ‘Causes & impacts of bias’ (for teachers)
Planning document with learning intentions and success criteria
For more information on the Data Science NPA, please see teachdata.science
If you have any questions or feedback please email lessons@effini.com
This lesson has been created by effini in partnership with Data Education in Schools and Skills Development Scotland.
© 2022 This work is licensed under a CC BY-NC-SA 4.0 license.
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