Solved question paper for ML May-2025 (B-TECH 6th)

Solved Question Paper

Machine Learning May-2025

PTU • B-TECH • Information Technology • 6th • May-2025

Machine Learning is a subject page for Punjab Technical University Bachelor of Technology Information Technology 6th semester students who want to find subject-wise previous year question papers, old papers, and paper PDFs for revision. It helps you understand the exam pattern, repeated question styles, and important topics before the test, so you can practice answer writing and prepare more confidently. BRpaper is not the official website of Punjab Technical University or any board, and the papers here are shared to help students with exam preparation and PYQ-based study.

Solved Questions

Solved
  1. Write briefly :
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  2. Machine Learning
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  3. Data Pre-Processing
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  4. Feature Scaling
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  5. Regression
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  6. Mean Absolute Error
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  7. Decision Tree
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  8. Gini Index
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  9. Data Reduction
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  10. Scatter Plot
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  11. Mutation.
    Very Short Answer 2 Marks May-2025 • PTU B-TECH
  12. Differentiate between supervised and unsupervised learning techniques.
    Long Answer 5 Marks May-2025 • PTU B-TECH
  13. Discuss the various data pre-processing methods. Give suitable examples.
    Long Answer 5 Marks May-2025 • PTU B-TECH
  14. Explain the various performance evaluation metrics for regression models.
    Long Answer 5 Marks May-2025 • PTU B-TECH
  15. How classification is different from clustering?
    Long Answer 5 Marks May-2025 • PTU B-TECH
  16. Give details of any two application areas where neural network is used.
    Long Answer 5 Marks May-2025 • PTU B-TECH
  17. Discuss the advantages and disadvantages of support vector machine technique.
    Long Answer 10 Marks May-2025 • PTU B-TECH
  18. Describe any four application areas of Apriori algorithm.
    Long Answer 10 Marks May-2025 • PTU B-TECH
  19. Differentiate between simple linear regression and multiple linear regressions.
    Long Answer 10 Marks May-2025 • PTU B-TECH

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FAQ

Frequently Asked Questions

Answers about this subject, solved papers, and preparation.

Updated regularly
01 Where can I find Punjab Technical University B.Tech IT 6th sem Machine Learning previous year question papers on BRpaper?

This page is for Punjab Technical University (IKGPTU) B.Tech Information Technology 6th semester Machine Learning previous year question papers. Use it to open the subject-wise ML paper listings available for this semester and compare question styles across years for revision.

02 Is this ML subject the same as BTIT 608-18 for PTU B.Tech IT semester 6?

Yes, students commonly search this subject as Machine Learning or by the code BTIT 608-18 for PTU/IKGPTU B.Tech IT 6th semester. Some paper copies may also show an M.Code, so checking both the subject name and code helps confirm you are viewing the correct theory paper.

03 Does this page include the latest and older PTU Machine Learning papers year-wise?

The page is meant for year-wise subject-wise ML previous papers where available. A practical way to use it is to start with the most recent listed paper to understand the current question style, then move to older papers to spot repeated topics and build exam practice.

04 What exam pattern can I infer from PTU Machine Learning previous papers?

Available PTU Machine Learning theory papers commonly show a 3-hour external exam with section-based questions and marks distributed across the paper. Previous papers on this page help you see the question format and weight distribution, but you should use the listed papers themselves to verify the exact pattern for your session.

05 Can I use these ML previous papers to find important or repeated topics for PTU revision?

Yes. Previous papers are useful for shortlisting frequently asked areas such as ML basics, preprocessing, regression, classification, decision trees, neural networks, Naive Bayes, association rules, genetic algorithms, and reinforcement learning. The best approach is to review multiple years and note which topics appear more than once.

06 Is this page for the Machine Learning theory paper or the lab paper in PTU B.Tech IT 6th sem?

This subject page is for Machine Learning as a theory subject, commonly mapped to BTIT 608-18 in the 2018-onwards B.Tech IT scheme. If you are looking for the Machine Learning lab, that is a separate paper and should be checked under its own subject entry where listed.