Free Amazon AIF-C01 Exam Questions

Which strategy evaluates the accuracy of a foundation model (FM) that is used in image classification tasks? 

A retail company is looking to streamline its machine learning workflows and improve collaboration between data science teams. The team is considering using MLflow with Amazon SageMaker to manage the end-to-end machine learning lifecycle. Understanding how MLflow integrates with Amazon SageMaker will help the team decide if this combination is the right fit for their machine learning project management needs.Given this context, which statement best defines the use of MLflow with Amazon SageMaker?

A bank has fine-tuned a large language model (LLM) to expedite the loan approval process. During an external audit of the model, the company discovered that the model was approving loans at a faster pace for a specific demographic than for other demographics. How should the bank fix this issue MOST cost-effectively?  

Which AWS service is specifically designed for converting medical speech to text, ensuring compliance with healthcare regulations such as HIPAA?

A company needs to monitor the performance of its ML systems by using a highly scalable AWS service. Which AWS service meets these requirements?