YourStory | First-Person K12 Education

What is the primary purpose of machine learning?

To enable computers to learn from data and improve over time.To write computer programs without human intervention.To perform calculations at a faster rate than humans.To replace human workers in all industries.

Which of the following is a common type of supervised learning algorithm?

K-means clusteringLinear RegressionPrincipal Component AnalysisSupport Vector Machines

What does 'overfitting' mean in the context of machine learning?

The model performs well on training data but poorly on unseen data.The model requires more training data to improve accuracy.The model generalizes well to new data.The model is too simple to capture the underlying patterns.

Assessment

What is the primary purpose of machine learning?

Which of the following is a common type of supervised learning algorithm?

What does 'overfitting' mean in the context of machine learning?