Indian Institute of Technology Madras
BS Degree Programme · Examination & Study Paper
Machine Learning Foundations
Linear approximations & contours
Official Paper
Examination Instructions & Guidelines
- Solve on notebook/paper first before checking solutions.
- MCQ: Exactly 1 option is correct. Negative marking applies.
- NAT: Numerical response. No negative marking.
- Scientific calculator allowed for all calculations.
- Official answer key is sealed at the end of this sheet.
Read the passage below, then answer Q1–Q3

Based on the above data, answer the given subquestions.
Q1MCQ2 Marks·Choose one option
- A

- B

- C

- D

- A
- Q2NAT2 Marks·Write the number
Your answer: - Q3MCQ2 Marks·Choose one option

- A(A)
- B(B)