📘 Chandigarh University – MCA/CA/B.Tech
These Mid-Semester papers are part of the official examinations of Chandigarh University,
designed to test knowledge and practical understanding of core MCA, Computer Applications, and B.Tech subjects.
💡 Each paper encourages students to think critically, apply concepts, and showcase problem-solving skills — helping them prepare for real-world IT challenges.
Usage Condition:
- 📖 Papers are for reference and study purposes only.
- 🧑🎓 Students should use them responsibly and not for any malpractice.
- 📅 Availability depends on the course and year.
Machine Learning
Subject Code: 24CAT-671
Semester: 2 | Time: 1 Hour | Max Marks: 20
Section A
(5 × 2 = 10 Marks)
- Could you state the key differences between machine learning and traditional programming?
- Describe the main goal of machine learning.
- Interpret the slope coefficient in linear regression.
- Differentiate between regression and classification.
- List the importance of Machine Learning Algorithms.
Section B
(2 × 5 = 10 Marks)
- Differentiate error surface learning and explain its significance in machine learning optimization.
- Differentiate between the various learning techniques used in unsupervised machine learning.
