AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 186

Question

An ML engineer is training a text generation model on Amazon SageMaker AI. After several epochs, the loss function does not converge, and the model’s accuracy on the validation dataset starts to show oscillating results. The ML engineer needs to ensure that the model achieves generalization. Which solution will meet this requirement?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: Decrease the learning rate and increase the mini-batch size. AWS Batch schedules and runs batch computing jobs at any scale without managing clusters.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 186