AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 154

Question

An ML engineer is developing a linear regression ML model. The model shows high accuracy on the training dataset but performs poorly on unseen new data. Which action should the ML engineer take to address this issue?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Apply ML techniques such as cross-validation and regularization. Use Amazon SageMaker Experiments to track and compare different model versions and their performance metrics. Amazon SageMaker builds, trains and deploys machine learning models in a fully managed service.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 154