List of top Data Science A.I Cyber Security and Computer Sci. Questions on Artificial Intelligence asked in CUET (PG)

Some Scientists, well known in AI domain have given AI definitions :
A. The Science and Engineering of making intelligent machines, especially intelligent computer programs.

B. The study of mental faculties through the use of computational models.

C. The field of study that seeks to explain and emulate intelligent behaviour in terms of computational.

D. The study of how to make computer do things at which, at a moment, people are better.

E. The study and analyses of computing theory.

Choose the correct answer from the options given below :

Consider the historic perspective of AI in terms of year of their development in increasing year :
A. Turing test

B. Expert systems

C. Perceptron

D. Analytical Engine

Choose the correct answer from the options given below :

Consider the acronym PEAS in AI. Which of the following is not correct ?

Which of the following search uses the problem specific knowledge beyond the definition of the problem ?

Which of the following 'Laws' is Asimov’s first and most important law of robotics?

What is a perception check?

Which of the following statement(s) is/are correct about Stacking in the context of machine learning?
(A) A logistic regression will definitely work better in the second stage as compared to other classification models.
(B) A machine learning model is trained on predictions of multiple machine learning models.
(C) First stage models are trained on full/partial feature space of training data.
Choose the correct answer from the options given below:

Which is/are true about bias and variance?
(A) High bias means that the model is underfitting.
(B) High variance means that the model is overfitting.
(C) High bias means that the model is overfitting.
(D) Bias and variance are inversely proportional to each other.
Choose the correct answer from the options given below:

Given (x1, y1), (x2, y2), ..., (xn, yn), the best fitting data to y=f(x) by least squares requires minimization of:

Which of the following activation function outputs is zero-centered?

A natural way to visualize the process of training a self-organizing map is called:

A 4-input neuron has weights 1, 2, 3, 4, respectively. The transfer function is linear with a constant of proportionality equal to 2. The inputs are 4, 10, 5, and 20, respectively. The output will be: