machine-learning video for you are a data scientist at a retail company responsible for deploying a machine learning model that predicts customer purchase
You are a data scientist at a retail company responsible for deploying a machine learning model that predicts customer purchase behavior. The model needs to serve real-time predictions with low latency to support the company’s recommendation engine on its e-commerce platform. The deployment solution must also be scalable to handle varying traffic loads during peak shopping periods, such as Black Friday and holiday sales. Additionally, you need to monitor the model's performance and automatically roll out updates when a new version of the model is available. Given these requirements, which AWS deployment service and configuration is the MOST SUITABLE for deploying the machine learning model?