What are the impacts of stratospheric ozone? Explain

What are the principles of product stewardship?

Consider the two-dimensional patterns (2, 2), (3, 6), (4, 4), (5, 6), (6, 7), (7, 8), (8,8) and (9, 10). Using the PCA Algorithm, calculate the primary component.

 For the given points of two classes red and blue:

Blue: { (1, 2), (2,1), (1,-2), (2,-2)}

Red: { (4,-1), (4,1), (5,-1), (6,1)}

Plot a graph for the red and blue categories. Find the support vectors and optimal 

separating line.

 Briefly discuss the various Ensemble methods.

 Write Back Propagation algorithm, and showcase its execution on a neural network of your choice. (make suitable assumptions if any)

Explain Forward Chaining Systems and Backward Chaining Systems with a suitable example for each.

 Discuss the transforming an FOPL Formula into Prenex Normal Form with suitable example. Also, discuss Skolomization with a suitable example.

What are Intelligent agents in AI? Briefly discuss the properties of Agents.

Compare Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL)

What is Turing Test? What is the Criticism to the Turing Test?

Compare ANI, AGI and ASI, in context of AI. Also, discuss the major applications of AI.

What are Smart Sensors? What are Actuators? Explain the differences between them

 What is the need for Mobile IP? Explain the working of Mobile IP.

What is Adaptive Clustering? Explain it

Explain .NET framework. Compare it with any other framework

Explain Thick Client Architecture and Thin Client Architecture. Also, explain the differences between them.

Asymmetric Information and Moral Hazard

Price effect and substitution effect

Bertrand and Stackelberg model