You are a machine learning engineer at a fintech aws video
machine-learning video for you are a machine learning engineer at a fintech company responsible for maintaining the ML infrastructure that powers real-time
Full Certification Question
You are a machine learning engineer at a fintech company responsible for maintaining the ML infrastructure that powers real-time credit scoring for loan applications. The system must handle high volumes of requests with low latency and be resilient to any failures. To ensure the infrastructure meets the company’s performance and reliability requirements, you need to monitor key performance metrics related to scalability, availability, utilization, throughput and fault tolerance. Which combination of metrics and monitoring strategies is the MOST EFFECTIVE for ensuring the ML infrastructure meets these requirements?