100% Free MLA-C01 Practice Exam Questions (2026)

A company is creating an application that will recommend products for customers to purchase. The application will make API calls to Amazon Q Business. The company must ensure that responses from Amazon Q Business do not include the name of the company's main competitor. Which solution will meet this requirement? 

A company is developing ML models by using PyTorch and TensorFlow estimators with AmazonSageMaker AI. An ML engineer configures the SageMaker AI estimator and now needs to initiate atraining job that uses a training dataset.Which SageMaker AI SDK method can initiate the training job?

A company runs an ML model on Amazon SageMaker AI. The company uses an automatic processthat makes API calls to create training jobs for the model. The company has new compliance rulesthat prohibit the collection of aggregated metadata from training jobs.Which solution will prevent SageMaker AI from collecting metadata from the training jobs?

A company regularly receives new training data from a vendor of an ML model. The vendor deliverscleaned and prepared data to the companys Amazon S3 bucket every 3“4 days.The company has an Amazon SageMaker AI pipeline to retrain the model. An ML engineer needs torun the pipeline automatically when new data is uploaded to the S3 bucket.Which solution will meet these requirements with the LEAST operational effort?

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?