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January 2025 term · Mathematics for Data Science II · BSMA1003

Mathematics for Data Science II End Term: 13 April 2025, Set 2 (January 2025 term)

The IIT Madras BS Mathematics for Data Science II (Maths 2) End Term paper sat on 13 Apr 2025, in the January 2025 term, set 2: 46 questions for 60 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
46
Marks
60
Duration
180 min
MCQ
14
MSQ
7
Written
25

Updated

Official paper: IIT M DIPLOMA AN EXAM QDD4 13 Apr 2025 · No negative marking.

Question 1

+1 markOne correct option

THIS IS QUESTION PAPER FOR THE SUBJECT "FOUNDATION LEVEL : MATHEMATICS FOR DATA SCIENCE II (COMPUTER BASED EXAM)" ARE YOU SURE YOU HAVE TO WRITE EXAM FOR THIS SUBJECT? CROSS CHECK YOUR HALL TICKET TO CONFIRM THE SUBJECTS TO BE WRITTEN. (IF IT IS NOT THE CORRECT SUBJECT, PLS CHECK THE SECTION AT THE TOP FOR THE SUBJECTS REGISTERED BY YOU)

  1. A

    YES

  2. B

    NO

Show answer

Correct answer

  • A

    YES

Question 2

+1 markOne correct option
Figure from the original question paper
  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answer

  • C
    Figure from the original question paper

Question 3

+2 marksOne or more correct options
Figure from the original question paper

Select all that apply.

  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answers

  • B
    Figure from the original question paper
  • C
    Figure from the original question paper

Question 4

+2 marksOne or more correct options
Figure from the original question paper

Select all that apply.

  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answers

  • A
    Figure from the original question paper
  • B
    Figure from the original question paper

Question 5

+3 marksOne or more correct options

Which of the following options is /are true ?

Select all that apply.

  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answers

  • A
    Figure from the original question paper
  • D
    Figure from the original question paper

Question 6

+3 marksOne or more correct options
Figure from the original question paper

Select all that apply.

  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answers

  • A
    Figure from the original question paper
  • C
    Figure from the original question paper
  • D
    Figure from the original question paper

Question 7

+3 marksOne or more correct options
Figure from the original question paper

Select all that apply.

  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answers

  • A
    Figure from the original question paper
  • C
    Figure from the original question paper
  • D
    Figure from the original question paper

Question 8

+1 markWritten answer
Figure from the original question paper
Show answer

A written answer, not marked automatically.

Question 9

+1 markWritten answer
Figure from the original question paper
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A written answer, not marked automatically.

Question 10

+1 markWritten answer
Figure from the original question paper
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Question 11

+2 marksWritten answer
Figure from the original question paper
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Question 12

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
Show answer

A written answer, not marked automatically.

Question 13

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
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A written answer, not marked automatically.

Question 14

+1 markOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answer

  • C
    Figure from the original question paper

Question 15

+1 markOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.

Suppose A is the matrix representation of T with respect to the standard basis for both domain and co-domain. Then A is given by

  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answer

  • C
    Figure from the original question paper

Question 16

+1 markWritten answer
Figure from the original question paper

What is the maximum rank of A?

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A written answer, not marked automatically.

Question 17

+1 markWritten answer
Figure from the original question paper

What is the minimum value for nullity of A?

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Question 18

+1 markOne correct option
Figure from the original question paper

Choose the correct option for T.

  1. A

    T may be one-one but not onto.

  2. B

    T may be onto but not one-one.

  3. C

    T must be both one-one and onto.

  4. D

    T can neither be one-one nor onto.

Show answer

Correct answer

  • B

    T may be onto but not one-one.

Question 19

+1 markOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
  1. A

    0

  2. B

    1

  3. C

    Infinitely many

Show answer

Correct answer

  • C

    Infinitely many

Question 20

+1 markOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answer

  • B
    Figure from the original question paper

Question 21

+1 markOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
  1. A

    TRUE

  2. B

    FALSE

Show answer

Correct answer

  • B

    FALSE

Question 22

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
Show answer

A written answer, not marked automatically.

Question 23

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
Show answer

A written answer, not marked automatically.

Question 24

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
Show answer

A written answer, not marked automatically.

Question 25

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
Show answer

A written answer, not marked automatically.

Question 26

+2 marksWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
Show answer

A written answer, not marked automatically.

Question 27

+2 marksOne or more correct options

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper

Select all that apply.

  1. A

    (1, 0)

  2. B

    (0, 1)

  3. C

    (−1, 1)

  4. D

    (1,−1)

Show answer

Correct answers

  • C

    (−1, 1)

  • D

    (1,−1)

Question 28

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
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Question 29

+1 markOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.

What can be concluded about the critical point (0, 0) from the Hessian test?

  1. A

    The Hessian test is inconclusive.

  2. B

    (0, 0) is a local minimum.

  3. C

    (0, 0) is a local maximum.

  4. D

    (0, 0) is a saddle point.

Show answer

Correct answer

  • B

    (0, 0) is a local minimum.

Question 30

+1 markOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answer

  • D
    Figure from the original question paper

Question 31

+1 markOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
  1. A

    0

  2. B

    1

  3. C

    2

  4. D

    Infinitely many

Show answer

Correct answer

  • B

    1

Question 32

+2 marksOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.

Choose the correct statement from the following.

  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answer

  • B
    Figure from the original question paper

Question 33

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
Show answer

A written answer, not marked automatically.

Question 34

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.

Find the dimension of W.

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Question 35

+1 markOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answer

  • C
    Figure from the original question paper

Question 36

+1 markOne correct option

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Figure from the original question paper
  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answer

  • B
    Figure from the original question paper

Question 37

+3 marksOne or more correct options

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.

Which of the following vector spaces is/are isomorphic to W?

Select all that apply.

  1. A
    Figure from the original question paper
  2. B
    Figure from the original question paper
  3. C
    Figure from the original question paper
  4. D
    Figure from the original question paper
Show answer

Correct answers

  • A
    Figure from the original question paper
  • D
    Figure from the original question paper

Question 38

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Show answer

A written answer, not marked automatically.

Question 39

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Show answer

A written answer, not marked automatically.

Question 40

+1 markWritten answer
Figure from the original question paper
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A written answer, not marked automatically.

Question 41

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Show answer

A written answer, not marked automatically.

Question 42

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Show answer

A written answer, not marked automatically.

Question 43

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
Show answer

A written answer, not marked automatically.

Question 44

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
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A written answer, not marked automatically.

Question 45

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
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A written answer, not marked automatically.

Question 46

+1 markWritten answer

Based on the above data, answer the given subquestions.

Based on the above data, answer the given subquestions.
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A written answer, not marked automatically.