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May 2021 term · Mathematics for Data Science II · BSMA1003

Maths 2 Quiz 1: 11 July 2021, Set POD21QZBQPB (May 2021 term)

The IIT Madras BS Mathematics for Data Science II (Maths 2) Quiz 1 paper sat on 11 Jul 2021, in the May 2021 term, set POD21QZBQPB: 9 questions for 25 marks in 120 minutes. Every question is below with its answer. Take it as a timed mock test to be marked, or read it through first.

Questions
9
Marks
25
Duration
120 min
MCQ
5
MSQ
3
Numerical
1

Updated

Official paper: IIT M QUIZ EXAM POD21QZBQPB AN 11 July 2021 · No negative marking.

Question 1

+2 marksOne correct option

Match the systems of linear equations in Column A with their number of solutions in column B and their geometric representation in Column C.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • D

Question 2

+2 marksOne correct option

Consider the following two statements:

Statement 1: If VV is defined as follows:

V={(x,y)∣x,y∈R,x+y=0}V = \{(x,y) \mid x,y \in \mathbb{R}, x + y = 0\}

Addition: (x1,y1)+(x2,y2)=(x1+x2,y1+y2)(x_1, y_1) + (x_2, y_2) = (x_1 + x_2, y_1 + y_2); (x1,y1),(x2,y2)∈V(x_1, y_1), (x_2, y_2) \in V

Scalar multiplication: c(x,y)=(x,cy)c(x, y) = (x, cy); (x,y)∈V(x, y) \in V, c∈Rc \in \mathbb{R}

Then VV is a vector space.

Statement 2:

If W=Span{(1,0,1),(0,1,1),(2,−1,1),(2,−2,−1)}W = Span\{(1,0,1), (0,1,1), (2,-1,1), (2,-2,-1)\}, then dim(W)=3dim(W) = 3.

Which of the following options is true?

  1. A

    Both the statements 1 and 2 are true.

  2. B

    Only Statement 1 is true.

  3. C

    Only Statement 2 is true.

  4. D

    Both the statements 1 and 2 are false.

Show answer

Correct answer

  • C

    Only Statement 2 is true.

Question 3

+3 marksOne or more correct options

Choose the set of correct options.

Select all that apply.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answers

  • B
  • D

Question 4

+2 marksNumerical answer

NOTE: Enter your answer to the nearest integer.

Show answer

Correct answer: 1

Question 5

+2 marksOne correct option

Anamika, Subhasis, and Shreya deposit x,y,x, y, and zz amount of money (in thousands) respectively, every month in two different accounts A1A_1 and A2A_2. The amount of money is distributed in these two accounts A1A_1 and A2A_2 as x+yx + y and 2y−z2y - z respectively. This can be thought of as a linear transformation

T:R3→R2T : \mathbb{R}^3 \to \mathbb{R}^2

defined by

T(x,y,z)=(x+y,2y−z)T(x, y, z) = (x + y, 2y - z)

Note: A negative amount of money signifies the amount withdrawn from the accounts.

Using the given information, answer the subquestions.

Which of the following vector spaces consists of vectors which could denote the amount of money deposited individually by Anamika, Subhasis and Shreya in a particular month such that in that month the amount deposited is 0 in both accounts A1 and A2.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • B

Question 6

+3 marksOne correct option

Anamika, Subhasis, and Shreya deposit x,y,x, y, and zz amount of money (in thousands) respectively, every month in two different accounts A1A_1 and A2A_2. The amount of money is distributed in these two accounts A1A_1 and A2A_2 as x+yx + y and 2y−z2y - z respectively. This can be thought of as a linear transformation

T:R3→R2T : \mathbb{R}^3 \to \mathbb{R}^2

defined by

T(x,y,z)=(x+y,2y−z)T(x, y, z) = (x + y, 2y - z)

Note: A negative amount of money signifies the amount withdrawn from the accounts.

Using the given information, answer the subquestions.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • D

Question 7

+4 marksOne or more correct options

Select all that apply.

  1. A
  2. B
  3. C
  4. D
  5. E
Show answer

Correct answers

  • A
  • B

Question 8

+3 marksOne correct option

Suppose at t=1t = 1 the distribution vector X1X_1 is [1210]\begin{bmatrix} \frac{1}{2} \\ 1 \\ 0 \end{bmatrix}. Which of the following options is true?

  1. A

    The system had positive initial probabilities of being in State 1 or State 2.

  2. B

    The system was initially in State 3.

  3. C

    The system was initially in State 1.

  4. D

    The system had positive initial probabilities of being in State 2 or State 3.

Show answer

Correct answer

  • B

    The system was initially in State 3.

Question 9

+4 marksOne or more correct options

Choose the set of correct options.

Select all that apply.

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answers

  • A
  • C