Model Selection, Reinforcement Learning, Deep Learning.
started in 2020, will suffer from concept drift, if it is used for prediction during COVID time Non-stationary and Dynamic Data: The model during training may not consider non-stationary and dynamic data Bias: The trained model may suffer from biases To handle the dynamic nature of production data