Previous Year Question Papers for AIML & DSE (All Semesters)
Welcome to your one-stop question paper repository for the BITS Pilani WILP M.Tech programs in Artificial Intelligence & Machine Learning (AIML) and Data Science & Engineering (DSE). This page includes previous year question papers for Semester 1 and Semester 2, covering mid-sem and end-sem exams (both regular and makeup) for all major subjects.
📌 Download papers. Analyze patterns. Crack exams confidently.
🔎 Why These Papers Matter
- Know exact question formats for mid-sem and end-sem exams
- Identify important topics asked repeatedly
- Learn how questions are framed for subjects like ML, NLP, ACI, IR, and more
- Practice time management using actual BITS WILP exams
🧠 How It’s Organized
- Year & Month
- Subject & Course Code
- Exam Type (Mid Sem / Final | Regular / Makeup)
📘 Semester 1 – AIML – Question Papers
🔹 Mathematics for Machine Learning (MFML) – Question Papers
- ✅ 2024-09 – MFML EC3 (Final Exam Regular) Paper – Download PDF
- ✅ 2024-09 – MFML EC3 (Final Exam Makeup) Paper – Download PDF
- ✅ 2024-09 – MFML EC2 (Mid Sem Regular) Paper – Download PDF
- ✅ 2025-01 – MFML EC2 (Mid Sem Regular) Paper – Download PDF
- ✅ 2025-01 – MFML EC2 (Mid Sem Makeup) Paper – Download PDF
- ✅ 2025-04 – MFML EC3 (End Sem Regular) Paper – Download PDF
- ✅ 2025-04 – MFML EC3 (End Sem Makeup) Paper – Download PDF
🔹 Introduction to Statistical Methods (ISM) – Question Papers
- ✅ 2024-07 – ISM EC2 (Mid Sem Exam Regular) Paper – here
- ✅ 2024-07 – ISM EC2 (Mid Sem Exam Makeup) Paper – here
- ✅ 2024-09 – ISM EC3 (Final Sem Exam Regular) Paper – here
- ✅ 2024-09 – ISM EC3 (Final Sem Exam Makeup) Paper – here
- ✅ 2024-09 – ISM EC3 (Final Sem Exam Makeup) Paper – here
- ✅ 2025-02 – ISM EC2 (Mid Sem Exam Regular) Paper – here
- ✅ 2025-02 – ISM EC2 (Mid Sem Exam Makeup) Paper – here
- ✅ 2025-04 – ISM EC3 (Final Sem Exam Regular) Paper – here
- ✅ 2025-04 – ISM EC3 (Final Sem Exam Makeup) Paper – here
🔹 Machine Learning (ML) – Question Papers
- ✅ 2024-07 – ML EC2 (Mid Sem Exam Regular) Paper – here
- ✅ 2024-09 – ML EC3 (Final Sem Exam Regular) Paper – here
- ✅ 2025-02 – ML EC2 (Mid Sem Exam Regular) Paper – here
- ✅ 2025-02 – ML EC2 (Mid Sem Exam Makeup) Paper – here
- ✅ 2025-04 – ML EC3 (Final Sem Exam Regular) Paper – here
- ✅ 2025-04 – ML EC3 (Final Sem Exam Makeup) Paper – here
🔹 Artificial & Computational Intelligence (ACI) – Question Papers
- ✅ Sample Paper 1- here
- ✅ Sample Paper 2 – here
- ✅ 2025-02 – ACI EC2 (Mid Sem Makeup) Paper – here
- ✅ 2025-04 – ACI EC3 (End Sem Regular) Paper – here
- ✅ 2025-04 – ACI EC3 (End Sem Makeup) Paper – here
📘 Semester 2 – AIML – Question Papers
🔹 Artificial & Computational Intelligence (ACI)
- ✅ 2025-02 – ACI EC2 (Mid Sem Regular) – Download PDF
- ✅ 2025-04 – ACI EC3 (Final Sem Regular) – Download PDF
🔹 Natural Language Processing (NLP)
- ✅ 2025-02 – NLP EC2 (Mid Sem Makeup) – Download PDF
- ✅ 2025-04 – NLP EC3 (Final Sem Makeup) – Download PDF
📗 Semester 1 – DSE – Question Papers
🔹 Introduction to Statistical Methods (ISM)
- ✅ 2024-07 – ISM EC2 (Mid Sem Regular) – Download PDF
- ✅ 2024-09 – ISM EC3 (Final Sem Regular) – Download PDF
🔹 Mathematics for Machine Learning (MFML)
- ✅ 2025-02 – MFML EC2 (Mid Sem Regular) – Download PDF
- ✅ 2025-04 – MFML EC3 (Final Sem Regular) – Download PDF
📗 Semester 2 – DSE – Question Papers
🔹 Introduction To Statistical Management (ISM)
- ✅ 2023-04 – ISM EC3M Paper – here
- ✅ 2023-04 – ISM EC3R Paper – here
- ✅ 2023-01 – ISM EC2R Paper – here
- ✅ 2023-07 – ISM EC2R Paper – here
- ✅ 2023-01 – ISM EC2M Paper – here
- ✅ 2024-01 – ISM EC2R Paper – here
- ✅ 2024-02 – ISM EC2M Paper – here
🔹 Machine Learning (ML)
- ✅ 2023-24 S1 – ML Mid-Sem Regular QP & Answer Keys – here
- ✅ 2023-24 S2 – ML Mid-Sem Make-up Answer Keys (Student Version) – here
- ✅ 2023-24 S2 – ML Mid-Sem Regular Answer Keys (Student Version) – here
- ✅ Sample QP – ML – here
🧩 More Subjects Coming Soon
We are continuously updating this page with new papers. If you have a paper we missed, contribute and help others in the WILP community.
🔗 Related Resources
- 📄 AIML Semester 1 Study Material
- 📄 How to Clear BITS WILP Exams
- 📄 Elective Selection Guide for Semester 2
- 📄 Exam Tips from Seniors
✉️ Stay Updated
Want updates when new question papers are added? Subscribe to our Telegram Channel or follow us on Instagram.