List of top Artificial Intelligence Questions on Machine Learning

Differentiate between Generative AI and Discriminative AI based on their Purpose, Training Focus, Application, and Models.
Name any four evaluation metrics for classification.
What is bias in a neural network? Mention any one of its functions.
Why are Large Language Models (LLMs) referred to as 'large'?
What is an Artificial Neural Network (ANN) with two or more hidden layers known as?
Variation from Artificial Intelligence (AI) are computer programs designed to learn from data and perform tasks in a unique way. What are their two main parts?
Which data visualization type provides a visual representation of data where two variables are used indicating frequency and dispersion?
Which component of a neural network decides whether a neuron should be activated or not based on the input it receives?
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?
________ is a branch of science that deals with programming the systems in such a way that they automatically learn and improve with experience.
Which programming language is most commonly used in AI and ML?
Explain, with an example, when to use MSE as the loss function.
What is a loss function? Write the two categories of loss functions.