Regression — AWS AI Practitioner (AIF-C01) Practice Questions
Regression is a supervised learning task focused on predicting a continuous numerical output value from input features, such as forecasting product demand or estimating house prices. The AIF-C01 exam tests the ability to distinguish regression from classification problems and to select appropriate evaluation metrics like root mean squared error or mean absolute error. AWS supports regression workloads through SageMaker built-in algorithms like XGBoost and Linear Learner, and through higher-level services like Amazon Forecast.
Free questions on regression
What is the difference between classification and regression in machine learning?
Free question · easy · full answer + explanation
More regression questions in the full bank
- What is regression in machine learning? Unlock answer & explanation →