B.E. (Artificial Intelligence and Data Science) Semester 7 Syllabus - Mumbai University 2026
This is the Fourth Year BE AI and DS syllabus under CBCS REV-2019 'C' Scheme, in force from the academic year 2023-24. The University has published no NEP 2020 syllabus for Semesters V to VIII of any engineering branch, so this is the scheme you are examined on — exam form 1T01817 and 1T01818. The first and second years of the degree are on NEP 2020.
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Deep Learning
3 credits
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Big Data Analytics
3 credits
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Natural Language Processing
Department Level Optional Course-3 · 3 credits
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AI for Healthcare
Department Level Optional Course-3 · 3 credits
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Neural Networks and Fuzzy Systems
Department Level Optional Course-3 · 3 credits
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User Experience Design with VR
Department Level Optional Course-4 · 3 credits
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Blockchain Technologies
Department Level Optional Course-4 · 3 credits
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Game Theory for Data Science
Department Level Optional Course-4 · 3 credits
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Product Life Cycle Management
Institute Level Optional Course-1 · 3 credits
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Reliability Engineering
Institute Level Optional Course-1 · 3 credits
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Management Information System
Institute Level Optional Course-1 · 3 credits
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Design of Experiments
Institute Level Optional Course-1 · 3 credits
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Operations Research
Institute Level Optional Course-1 · 3 credits
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Cyber Security and Laws
Institute Level Optional Course-1 · 3 credits
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Disaster Management and Mitigation Measures
Institute Level Optional Course-1 · 3 credits
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Energy Audit and Management
Institute Level Optional Course-1 · 3 credits
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Development Engineering
Institute Level Optional Course-1 · 3 credits
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Deep Learning Lab
1 credits
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Big Data Analytics Lab
1 credits
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Natural Language Processing Lab
Department Level Optional Course-3 Lab · 1 credits
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AI for Healthcare Lab
Department Level Optional Course-3 Lab · 1 credits
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Neural Networks and Fuzzy Systems Lab
Department Level Optional Course-3 Lab · 1 credits
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User Experience Design with VR Lab
Department Level OptionalCourse-4 Lab · 1 credits
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Blockchain Technologies Lab
Department Level OptionalCourse-4 Lab · 1 credits
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Game Theory for Data Science Lab
Department Level OptionalCourse-4 Lab · 1 credits
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Major Project 1
3 credits
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The complete syllabus
Every subject above is cut from these University circulars. Open one if you want the whole document rather than a single subject.
B.E. Artificial Intelligence and Data Science - First Year, Semester I and II - NEP 2020 - Item 7.7 (R-A)
NEP 2020, Semesters I and II, in force from 2024-25
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B.E. Artificial Intelligence and Data Science - Second Year, Semester III and IV - NEP 2020 - Item 6.20 (N)
NEP 2020, Semesters III and IV, in force from 2025-26
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B.E. Artificial Intelligence and Data Science - Third Year, Semester V and VI - CBCS REV-2019 C Scheme - Item 6.42 (R)
CBCS REV-2019 'C' Scheme, Semesters V and VI, in force from 2022-23
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B.E. Artificial Intelligence and Data Science - Fourth Year, Semester VII and VIII - CBCS REV-2019 C Scheme - Item 6.12 (N)
CBCS REV-2019 'C' Scheme, Semesters VII and VIII, in force from 2023-24
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