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May 2024 term · Mathematics for Data Science I · BSMA1001

Mathematics for Data Science I End Term: 1 September 2024 (May 2024 term)

The IIT Madras BS Mathematics for Data Science I (Maths 1) End Term paper sat on 1 Sept 2024, in the May 2024 term: 16 questions for 50 marks in 180 minutes. Every question is below with its answer. Take it as a timed mock test to be marked, or read it through first.

Questions
16
Marks
50
Duration
180 min
MSQ
6
Numerical
6
MCQ
4

Updated

Official paper: IIT M FOUNDATION DIPLOMA FN EXAM QDF1 01 Sep 2024 · No negative marking.

Question 1

+4 marksOne or more correct options

Which of the following is (are) correct?

Select all that apply.

  1. A

    Floyd-Warshall algorithm is used for all pair shortest paths.

  2. B

    The Shortest path problem is not applicable to a graph with a negative weight cycle.

  3. C

    Bellman-Ford algorithm is used for single source shortest path.

  4. D

    Dijkstra’s algorithm is used for all pair shortest paths.

Show answer

Correct answers

  • A

    Floyd-Warshall algorithm is used for all pair shortest paths.

  • B

    The Shortest path problem is not applicable to a graph with a negative weight cycle.

  • C

    Bellman-Ford algorithm is used for single source shortest path.

Question 2

+3 marksOne or more correct options

Consider the following adjacency matrix

AABBCCDDEE
AA01011
BB10101
CC01001
DD10001
EE11110

which represents graph GG which has 5 vertices A,B,C,DA, B, C, D and EE.

Which of the following is true about the graph GG?

Select all that apply.

  1. A

    The number of vertices in G of degree 3 are 3.

  2. B

    The total number of edges in G are 7.

  3. C

    The total number of edges in G are 14.

  4. D

    There is a cycle in G.

Show answer

Correct answers

  • B

    The total number of edges in G are 7.

  • D

    There is a cycle in G.

Question 3

+3 marksOne or more correct options

Select all that apply.

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

Correct answers

  • C
  • D

Question 4

+3 marksOne or more correct options

Select all that apply.

  1. A

    f is one-one on its domain.

  2. B

    f has an inverse on its domain.

  3. C

    The vertex of this parabola is at (-1, -9).

  4. D

    y- intercept of the given parabola is -8.

Show answer

Correct answers

  • C

    The vertex of this parabola is at (-1, -9).

  • D

    y- intercept of the given parabola is -8.

Question 5

+3 marksOne or more correct options

Select all that apply.

  1. A

    R1 is not transitive.

  2. B

    R2 is symmetric.

  3. C

    R1 is symmetric.

  4. D

    R2 is transitive.

Show answer

Correct answers

  • B

    R2 is symmetric.

  • C

    R1 is symmetric.

Question 6

+4 marksNumerical answer
Show answer

Correct answer: 3

Question 7

+4 marksNumerical answer

You have been closely monitoring your bike's mileage recently. Here is a table showing two rows representing the amount paid for fuel(in ₹) and the corresponding mileage (in Km). Consider yy as the amount paid and xx as the corresponding mileage in Km. You have noted down the distance traveled each time when the fuel meter falls back to a fixed reference mark and predicted that the equation of the best fit line is y=5x−21y = 5x - 21. What will be the value of SSE w.r.t the best fit line?

Amount paid (in ₹)80506010048
Distance (in Km)2015162514

Table: 1

Show answer

Correct answer: 35

Question 8

+4 marksOne correct option

Consider a weighted graph GG with 7 vertices {\{ rows and columns are in the order V1,V2,V3,V4,V5,V6,V7}V_1, V_2, V_3, V_4, V_5, V_6, V_7\}, which is represented by the following adjacency matrix.

Use the following information for given sub-questions

[0240036028240032000000004120320080036008000004000202801200200].\begin{bmatrix} 0 & 24 & 0 & 0 & 36 & 0 & 28 \\ 24 & 0 & 0 & 32 & 0 & 0 & 0 \\ 0 & 0 & 0 & 0 & 0 & 4 & 12 \\ 0 & 32 & 0 & 0 & 8 & 0 & 0 \\ 36 & 0 & 0 & 8 & 0 & 0 & 0 \\ 0 & 0 & 4 & 0 & 0 & 0 & 20 \\ 28 & 0 & 12 & 0 & 0 & 20 & 0 \end{bmatrix}.

Suppose we perform Prim’s algorithm on the graph G starting from vertex V1 to find an MCST. Then the order in which the vertices are added is

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

Correct answer

  • B

Question 9

+2 marksNumerical answer

Consider a weighted graph GG with 7 vertices {\{ rows and columns are in the order V1,V2,V3,V4,V5,V6,V7}V_1, V_2, V_3, V_4, V_5, V_6, V_7\}, which is represented by the following adjacency matrix.

Use the following information for given sub-questions

[0240036028240032000000004120320080036008000004000202801200200].\begin{bmatrix} 0 & 24 & 0 & 0 & 36 & 0 & 28 \\ 24 & 0 & 0 & 32 & 0 & 0 & 0 \\ 0 & 0 & 0 & 0 & 0 & 4 & 12 \\ 0 & 32 & 0 & 0 & 8 & 0 & 0 \\ 36 & 0 & 0 & 8 & 0 & 0 & 0 \\ 0 & 0 & 4 & 0 & 0 & 0 & 20 \\ 28 & 0 & 12 & 0 & 0 & 20 & 0 \end{bmatrix}.

Find the value MCST.

Show answer

Correct answer: 108

Question 10

+3 marksNumerical answer

Based on the above data, answer the given subquestions.

Show answer

Correct answer: 23

Question 11

+2 marksNumerical answer

Based on the above data, answer the given subquestions.

Show answer

Correct answer: 4

Question 12

+3 marksOne correct option
  1. A

    (A,D)

  2. B

    (E,C)

  3. C

    (D,G)

  4. D

    (B,F)

Show answer

Correct answer

  • A

    (A,D)

Question 13

+3 marksOne correct option

Choose the correct option(s).

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

Correct answer

  • A

Question 14

+3 marksNumerical answer
Show answer

Correct answer: 2

Question 15

+4 marksOne correct option
  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • D

Question 16

+2 marksOne or more correct options

Select all that apply.

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

Correct answers

  • A
  • D