This knowledge base has all essential resources for Semester 1 of the BITS WILP AIML program — including previous years’ question papers, PDF and printed notes, key topics, exam-focused questions, exam tips and more.
Overview
AIML Semester 1 will ideally have four subjects (listed below); Each subject will have a prescribed handout which lists the topics and syllabus for that course. Each course will have quizzes, assignments, (EC1) mid-semester exam (EC2), final-semester exam (EC3).
Exam results are usually displayed on the mettle portal and you can download the PDF of your results for your reference. Example report of ISM EC3(Final Exam) can be found here
Mathematics For Machine Learning (MML/MMFL)
MFML is one of the toughest subjects in AIML semester one. Since it involves understanding of the concepts thoroughly, this is not a subject you can just a day before exam and still score good marks. But, this subject can be easily conquered if concepts are understood well.
- Previous Year Handout Link
- Printed Text Books
- Lecture Slides (Official & Watermarked)
- MFML Important Definitions & Concepts
Introduction To Statistical Management (ISM)
Artificial & Computational Intelligence (ACI)
Machine Learning (ML)
BITS WILP AIML SEM 1 – Previous Year Question Papers
MFML Previous Year Papers
- 2024-09 – MFML EC3 (Final Exam Regular) Paper – here
- 2024-09 – MFML EC3 (Final Exam Makeup) Paper – here
- 2024-09 – MFML EC2 (Mid Sem Regular) Paper – here
- 2025-01 – MFML EC2 (Mid Sem Regular) Paper – here
- 2025-01 – MFML EC2 (Mid Sem Makeup) Paper – here
- 2025-04 – MFML EC3 (End Sem Regular) Paper – here
- 2025-04 – MFML EC3 (End Sem Makeup) Paper – here
ISM Previous Year 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
ACI Previous Year Papers
ML Previous Year 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
Frequently Asked Questions (FAQ)
– Will they allow Textbooks in exams
Textbooks are allowed in Final sem exam (EC3) for AIML course.
– What is the passing criteria
It will totally depend on the toughness of the paper and performance of your class.
Explore topics & themes in Semester Two!