Indian Institute of Technology Madras
BS Degree Programme · Examination & Study Paper
Mathematics for Data Science II
Partial & directional derivatives
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
- Q1MSQ2 Marks·Choose all correct options

- A

- B

- C

- D

- A
- Q2NAT2 Marks·Write the number
Your answer: Read the passage below, then answer Q3–Q5

Based on the above data, answer the given subquestions.
Q3MCQ1 Mark·Choose one option
- ATrue
- BFalse
- Q4NAT2 Marks·Write the number
Your answer: - Q5NAT1 Mark·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 numberIf (a, 3,−2) is a vector which lies along a direction in which there is no change in f, then find the value of a.
Your answer:- Q7NAT1 Mark·Write the number
Let S denote the set of all unit directions along which there is no change in f. Find dim(Span(S)).
Your answer: - Q8NAT1 Mark·Write the number
If the gradient of f at (1,−1, 1) is given by (12, 4, c), then find the value of c.
Your answer:
End Term · 31 Aug 2025 (AN)End Term
- Q9MSQ2 Marks·Choose all correct options

- A

- B

- C

- D

- A
- Q10NAT2 Marks·Write the number
Your answer: Read the passage below, then answer Q11–Q13

Based on the above data, answer the given subquestions.
Q11MCQ1 Mark·Choose one optionThe directional derivatives of f exist in all directions at the origin.
- ATrue
- BFalse
- Q12NAT2 Marks·Write the number
Your answer: - Q13NAT1 Mark·Write the number
Your answer: Read the passage below, then answer Q14–Q16

Based on the above data, answer the given subquestions.
Q14NAT2 Marks·Write the numberFind the value of c.
Your answer:- Q15NAT1 Mark·Write the number
Your answer: - Q16NAT1 Mark·Write the number
Your answer:
End Term · 13 Apr 2025 (FN)End Term
Read the passage below, then answer Q17–Q19

Based on the above data, answer the given subquestions.
Q17NAT1 Mark·Write the number
Your answer:- Q18NAT1 Mark·Write the number
Your answer: - Q19NAT1 Mark·Write the number
Your answer: Read the passage below, then answer Q20–Q21

Based on the above data, answer the given subquestions.
Q20NAT1 Mark·Write the number
Your answer:- Q21NAT2 Marks·Write the number
Your answer:
End Term · 13 Apr 2025 (AN)End Term
- Q22MSQ3 Marks·Choose all correct options

- A

- B

- C

- D

- A
Read the passage below, then answer Q23–Q25

Based on the above data, answer the given subquestions.
Q23NAT1 Mark·Write the number
Your answer:- Q24NAT1 Mark·Write the number
Your answer: - Q25NAT1 Mark·Write the number
Your answer: Read the passage below, then answer Q26–Q27

Based on the above data, answer the given subquestions.
Q26NAT1 Mark·Write the number
Your answer:- Q27NAT2 Marks·Write the number
Your answer:
End Term · 22 Dec 2024 (FN)End Term
- Q28MSQ3 Marks·Choose all correct options

- A

- B

- C

- D

- A
- Q29MSQ3 Marks·Choose all correct options

- A

- B

- C

- D

- A
Read the passage below, then answer Q30–Q31

Based on the above data answer the given subquestions.
Q30NAT2 Marks·Write the number
Your answer:- Q31NAT1 Mark·Write the number
Your answer: Read the passage below, then answer Q32–Q34

Based on the above data answer the given subquestions.
Q32NAT1 Mark·Write the number
Your answer:- Q33NAT1.5 Marks·Write the number
Find the value of a.
Your answer: - Q34NAT1.5 Marks·Write the number
Find the value of b.
Your answer:
End Term · 22 Dec 2024 (AN)End Term
- Q35MSQ3 Marks·Choose all correct options

- A

- B

- C

- D

- A
- Q36MSQ3 Marks·Choose all correct options

- A

- B

- C

- D

- A
Read the passage below, then answer Q37–Q38

Based on the above data, answer the given subquestions.
Q37NAT1 Mark·Write the number
Your answer:- Q38MSQ2 Marks·Choose all correct options

- A

- B

- C

- D

- A
Read the passage below, then answer Q39–Q41

Based on the above data, answer the given subquestions.
Q39NAT1 Mark·Write the number
Your answer:- Q40NAT1 Mark·Write the number
Find the value of a.
Your answer: - Q41NAT1 Mark·Write the number
Find the value of b.
Your answer:
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Master Answer Key & Explanations
Official answer keys from IIT Madras BS past papers. Click any question to review.