Indian Institute of Technology Madras
BS Degree Programme · Examination & Study Paper
Mathematics for Data Science II
Kernel, range & isomorphisms
Examination Instructions & Guidelines
- Solve on notebook/paper first before checking solutions.
- MCQ: Exactly 1 option is correct. Negative marking applies.
- MSQ: One or more options correct. Select all to score.
- NAT: Numerical response. No negative marking.
- Scientific calculator allowed for all calculations.
- Official answer key is sealed at the end of this sheet.
End Term · 31 Aug 2025 (FN)End Term
- Q1MSQ3 Marks·Choose all correct options

- A(0, 0, 0)
- B(−1, 1, 7)
- C(−1, 5, 5)
- D(1,−1,−3)
End Term · 31 Aug 2025 (AN)End Term
- Q2MSQ3 Marks·Choose all correct options

- A(0, 0, 1)
- B(1, 1, 2)
- C(1,−2, 1)
- D(−4,−1,−1)
Quiz 2 · 3 Aug 2025 (AN)Quiz 2
- Q3NAT5 Marks·Write the number
Your answer: Read the passage below, then answer Q4–Q5
Q4MSQ4 Marks·Choose all correct optionsChoose all the correct statements from the following.
- AThe rank of the linear transformation T is 2.
- BThe nullity of the linear transformation T is 2.
- CThe transformation T is invertible.
- DT cannot be an isomorphism.
- Q5NAT3 Marks·Write the number
Your answer: Read the passage below, then answer Q6–Q8

Based on the above data, answer the given subquestions.
Q6NAT2 Marks·Write the numberFind the number of columns in the matrix (with respect to any bases) of the linear transformation T.
Your answer:- Q7MCQ2 Marks·Choose one option
Let A denote the matrix of the linear transformation T with respect to standard bases for both the domain and the codomain. Choose the correct statement from the following. (In the options below, REF is used for row echelon form, and RREF is used for reduced row echelon form.)
- AA is in REF and RREF.
- BA is neither in RREF nor in REF.
- CA is in RREF, but not in REF.
- DA is in REF, but not in RREF.
- Q8NAT3 Marks·Write the number
Your answer: Read the passage below, then answer Q9–Q10

Based on the above data, answer the given subquestions.
Q9MCQ2 Marks·Choose one optionWhich of the following is the matrix of the linear transformation T with respect to standard bases for both the domain and the codomain.
- A

- B

- C

- D

- A
- Q10MSQ5 Marks·Choose all correct options
Which of the following spaces are isomorphic to the kernel of T?
- A

- B

- C

- D

- E

- F

- A
End Term · 13 Apr 2025 (FN)End Term
Read the passage below, then answer Q11–Q13

Based on the above data, answer the given subquestions.
Q11NAT1 Mark·Write the numberWhat is the maximum rank of A?
Your answer:- Q12NAT1 Mark·Write the number
What is the minimum value for nullity of A?
Your answer: - Q13MCQ1 Mark·Choose one option
Choose the correct option for T.
- AT may be one-one but not onto.
- BT may be onto but not one-one.
- CT must be both one-one and onto.
- DT can neither be one-one nor onto.
End Term · 13 Apr 2025 (AN)End Term
Read the passage below, then answer Q14–Q16
Q14NAT1 Mark·Write the numberWhat is the maximum rank of A?
Your answer:- Q15NAT1 Mark·Write the number
What is the minimum value for nullity of A?
Your answer: - Q16MCQ1 Mark·Choose one option
Choose the correct option for T.
- AT may be one-one but not onto.
- BT may be onto but not one-one.
- CT must be both one-one and onto.
- DT can neither be one-one nor onto.
End Term · 22 Dec 2024 (FN)End Term
Read the passage below, then answer Q17
Q17MCQ1 Mark·Choose one optionThe transformation T is
- Abijective
- Binjective but not surjective
- Csurjective but not injective
- Dneither injective nor surjective
End Term · 22 Dec 2024 (AN)End Term
Read the passage below, then answer Q18
Q18MCQ1 Mark·Choose one optionThe transformation T is
- Abijective
- Binjective but not surjective
- Csurjective but not injective
- Dneither injective nor surjective