## NPTEL Deep Learning Week 3 Assignment Answers 2024

1. Find the scalar projection of vector b = <-3, 2> onto vector a = <1,1>?

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2. Suppose there is a feature vector represented as [1, 4, 3]. What is the distance of this feature vector from the separating plane x1+ 2×2- 2×3 + 3 = 0. Choose the correct option.

a. 1

b. 5

c. 3

da 2

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3. If we employ SVM to realize two input logic gates, then which of the following will be true?

a. The weight vector for AND gate and OR gate will be same.

b. The margin for AND gate and OR gate will be same.

c. Both the margin and weight vector will be same for AND gate and OR

gate.

d. None of the weight vector and margin will be same for AND gate and

OR gate.

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4.

Answer :-

5.

Answer :-

6. The shape of the loss landscape during optimization of SVM resembles to which structure?

a. Linear

b. Ellipsoidal

c. Non-convex with multiple possible local minimum

d. Paraboloid

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7. How many local minimum can be encountered while solving the optimization for maximizing margin for SVM?

а. 2

b. 1

с. ∞ (infinite)

d. 0

Answer :-

8.

Answer :-

9.

Answer :-

10. Find the distance of the 3D point, P = (-2,4, 1) from the plane defined by

2x + 3y + 6z + 7 = 0?

a. 3

b. 4

c. 0

d. ∞ (infinity)

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