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Which of the following strategies should you implement to effectively provision compute resources for both the production environment and the test environment using Amazon SageMaker, considering the different requirements for each environment?
You are an ML Engineer at a financial services company tasked with deploying a machine learning model for real-time fraud detection in production. The model requires low-latency inference to ensure that fraudulent transactions are flagged immediately. However, you also need to conduct extensive testing and experimentation in a separate environment...
Which AWS service would best meet your requirements?
A company specializes in providing personalized product recommendations for e-commerce platforms. You’ve been tasked with developing a solution that can quickly generate high-quality product descriptions, tailor marketing copy based on customer preferences, and analyze customer reviews to identify trends in sentiment. Given the scale of data and the need for...
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?
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...
