References
To gain additional information about the topics in this chapter, please refer to the following resources:
- Andrew Ng Launches A Campaign For Data-Centric AI: https://www.forbes.com/sites/gilpress/2021/06/16/andrew-ng-launches-a-campaign-for-data-centric-ai/?sh=5333db3a74f5
- Landing.AI: Data-Centric AI: https://landing.ai/data-centric-ai/
- Jiang et al. "To Trust Or Not To Trust A Classifier" (2018): https://arxiv.org/abs/1805.11783
- Deepchecks: https://docs.deepchecks.com/en/stable/
- Statistical distance: https://en.wikipedia.org/wiki/Statistical_distance
- Lin et al. "Examining Distributional Shifts by Using Population Stability Index (PSI) for Model Validation and Diagnosis": https://www.lexjansen.com/wuss/2017/47_Final_Paper_PDF.pdf
- Wasserstein metric: https://en.wikipedia.org/wiki/Wasserstein_metric
- Bhattacharyya Distance based Concept Drift Detection Method For evolving data stream: https://www.researchgate.net/publication...