machine-learning video for you are a data scientist at an insurance company that uses a machine learning model to assess the risk of potential clients and set
You are a data scientist at an insurance company that uses a machine learning model to assess the risk of potential clients and set insurance premiums accordingly. The model was trained on data from the past few years, but recently, the company has expanded its services to new regions with different demographic characteristics. You are concerned that these changes in the data distribution might affect the model's performance and lead to biased or inaccurate predictions. To address this, you decide to use Amazon SageMaker Clarify to monitor and detect any significant shifts in data distribution that could impact the model. Which of the following actions is the MOST EFFECTIVE for detecting changes in data distribution using SageMaker Clarify and mitigating their impact on model performance?