Indian Institute of Technology Madras
BS Degree Programme · Examination & Study Paper
Machine Learning Practice
Recommender systems
Official Paper
Examination Instructions & Guidelines
- Solve on notebook/paper first before checking solutions.
- 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
Read the passage below, then answer Q1–Q3

Based on the above data, answer the given subquestions.
Q1NAT1 Mark·Write the number
Your answer:- Q2NAT2 Marks·Write the number
Your answer: - Q3NAT2 Marks·Write the number
Your answer:
End Term · 31 Aug 2025 (AN)End Term
Read the passage below, then answer Q4–Q6

Based on the above data, answer the given subquestions.
Q4NAT1 Mark·Write the numberCalculate and enter the value of X (truncated to two decimal places).
Your answer:- Q5NAT1 Mark·Write the number
Calculate and enter the value of Y (truncated to two decimal places).
Your answer: - Q6NAT3 Marks·Write the number
Your answer: