Discuss the importance of energy storage in integrating renewable energy sources into the power grid.

Explain the natural drivers of climate change.

 Explain the sources of palaeoclimatic data.

General Circulation Models

Representative Concentration Pathway

 Explain the National Action Plan on Climate change.

Explain the features of the Paris Agreement on Climate Change.

"Cloud feedback" and "Lapse-rate feedback"

Radiative Forcing

Describes the impacts of noise on human health

 What is Spatial Decision Support System (SDSS)? Explain.

 Describe any two methods of noise prediction and rating?

Describe the base line information on socio-economic environment? Explain its impacts.

Give a brief account on EIA laws and guidelines

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)