Free Amazon MLA-C01 Exam Questions

In what scenario would traditional programming techniques be preferable over ML?

A company is building a deep learning model on Amazon SageMaker. The company uses a large amount of data as the training dataset. The company needs to optimize the model's hyperparameters to minimize the loss function on the validation dataset. Which hyperparameter tuning strategy will accomplish this goal with the LEAST computation time? 

A travel company has trained hundreds of geographic data models to answer customer questions byusing Amazon SageMaker AI. Each model uses its own inferencing endpoint, which has become anoperational challenge for the company.The company wants to consolidate the models' inferencing endpoints to reduce operationaloverhead.Which solution will meet these requirements?

What characterizes a simple machine learning model?

A company is building a near real-time data analytics application to detect anomalies and failures forindustrial equipment. The company has thousands of IoT sensors that send data every 60 seconds.When new versions of the application are released, the company wants to ensure that applicationcode bugs do not prevent the application from running.Which solution will meet these requirements?