The objective of JetRail Prediction hackathon is to predict passenger traffic. Using SARIMA forecasting method, we forecast passenger traffic. A typical use case of time series is predicting seasonal data. Time series is a relatively new field in data science. Popular time series libraries are Prophet from Facebook and Orbit from Uber.
Sagemaker Clarify is a popular tool for analyzing the intrinsic behavior of AI models. Typically it is used to explain model predictions. It is especially useful to understand the behavior of black box models and ensemble models. It is available on the AWS cloud, and integrates with other Sagemaker tools on the fly. We can invoke Sagemaker Clarify from Sagemaker notebooks.