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Artificial Intelligence | Lesson 3.5

Knowledge Check

 

References & Resources

  • Brownlee, J. (2015). How to Use a Machine Learning Checklist to Get Accurate Predictions, Reliably.
  • Sharma, D. (2019). Problems in Machine Learning Models? Check your Data First.
  • Shen, S. (2019). 7 Steps to Ensure and Sustain Data Quality.
  • Tozzi, C. (2021). How to Measure Data Quality – 7 Metrics to Assess the Quality of Your Data.
  • Valigi, N., & Mauro, G. (2020). Zero to AI: A non-technical, hype-free guide to prospering in the AI era: Manning Publications.

Lesson 3:

3.1 | Data and AI Readiness

3.2 | Data Strategy

3.3 | Open Data and Nonprofits

3.4 | Evaluating Data

3.5 | Conclusion

Back to AI Overview

3.4 | Evaluating Data
4.1 | AI Innovation Workflow
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