Data Science - Importance of data quality

Free lesson resources for teaching Data Science NPA (National Progress Award) Level 6.

This lesson covers the importance of data quality, specifically,

• What is high quality data and why its important
• How to assess and improve the quality of a dataset

Lesson content,

A PowerPoint/PDF presentation, ‘Importance of data quality’
Excel Question workbook on ‘Importance of data quality’ (for learners)
Excel Answers workbook on ‘Importance of data quality’ (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.