Indian Institute of Technology Madras
BS Degree Programme · Examination & Study Paper
Machine Learning Foundations
Probability, expectation & bounds
Official Paper
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

- B

- C

- D

- A
- Q2NAT4 Marks·Write the number
Your answer: - Q3NAT4 Marks·Write the number
Your answer:
End Term · 31 Aug 2025 (AN)End Term
- Q4MCQ3 Marks·Choose one option

- A

- B

- C

- D

- A
- Q5NAT4 Marks·Write the number
Your answer: - Q6NAT4 Marks·Write the number
Your answer:
End Term · 13 Apr 2025 (FN)End Term
- Q7NAT3 Marks·Write the number
Your answer: - Q8NAT3 Marks·Write the number
Your answer: - Q9NAT2 Marks·Write the number
Your answer: