Riding the Waves of Data Drift: Best Practices for ML Success
OUTLINE Introduction Why Data Drift Matters? What are the different types of causes? Different techniques for detecting data drift Handling the data drift. Preventing and Mitigating Data Drift Introduction Data drift refers to the phenomenon where the statistical properties of the data used to train a machine learning model change over time.