AI and Machine Learning questions and verified answers 2026/2027

AI and Machine Learning questions and verified

answers 2026/2027

artificial intelligence - ANSWERArtificial intelligence is the

study of agents that perceive the world around them, form

plans, and make decisions to achieve their goals.




Machine Learning - ANSWERMachine learning is a

subfield of artificial intelligence. Its goal is to enable

computers to learn on their own. A machine's learning

algorithm enables it to identify patterns in observed data,

build models that explain the world, and predict things

without having explicit pre-programmed rules and models.




artificial narrow intelligence (ANI) - ANSWERAI which can

effectively perform a narrowly defined task.

, Supervised Learning - ANSWERAgent observes input-

output pairs & learns to map input to output




Regression - ANSWERPredict a continuous numerical

value. How much will that house sell for?




Classifications - ANSWERassign a label. Is this a picture

of a cat or a dog?




gradient descent - ANSWERA technique to minimize loss

by computing the gradients of loss with respect to the

model's parameters, conditioned on training data.

Informally, gradient descent iteratively adjusts parameters,