List of top Artificial Intelligence Questions on Machine Learning

Differentiate between Supervised and Unsupervised Learning with real-world examples.
Explain the concept of Linear Regression and the role of the Mean Squared Error (MSE) loss function.
What is the Gradient Descent algorithm and how does it help in model optimization?
Explain, with an example, when to use MSE as the loss function.
What is a loss function? Write the two categories of loss functions.