Specializations Offered by Department of Mathematics
Specializations
Dual Degree Options
Eligible Branches
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[Back to index] Total 8 credits need to be taken for core courses
- MAL7011: Introduction to Data Science [1-0-0]
- MAL4xxx: Statistical Inference and Simulation Techniques [3-0-0]
- CSL7xxx: Advanced Machine Learning [3-0-0]
- MAP7xxx: Applied ML Lab [0-0-2]
Total 12 credits need to be taken for elective courses
- Introduction to Financial Engineering
- Stochastic Calculus for Finance
- Time Series Analysis
- Reliability Engineering and Life Testing
- Introduction to Game Theory
- Optimization
- Non-linear dynamics and chaos
- Maths for Big Data
- Discrete Mathematical Structures and Applications
- Mathematical Biology
- Statistical Models and Regression
- Topological Data Analysis
- Group Theory for Machine Learning
- Visual Analytics
- Image and Video Analytics
- Text Mining
- Artificial Intelligence
- Advanced Artificial Intelligence
- Information Retrieval
- Graph Theoretic Algorithms
- Image and Video Forensics
- Social Networks
- Introduction to AR and VR
- Coding Theory
[Back to index] [Insert TableTable-MA-S-EnEn-semwise]
[Back to index] B.Tech. + M.Tech. Dual Degree in Data and Computational Sciences. Students who opt for the Minor in Data Science can opt for dual degree in DCS.
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- Introduction to Data Science (1-0-0)
- Optimization for Data Science (2-0-0)
- Statistics for Data Science (2-0-0)
- Introduction to Modelling (1-0-0)
- Data Analytics Lab (0-0-2)
- Algorithms for Big Data (3-0-0)
- Mathematical Modelling and Simulation (1-0-2)
- Deep Learning (3-0-0) [BB students must take a minor elective in place of this course]
[Back to index] [Insert TableTable-MA-DD-DCS-semwise]Students opting for Minor cannot opt for Linear Algebra for Data Science and Machine Learning. BB students can not opt Deep Learning.
List of Electives will be as per M.Tech. curriculum.
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Table-ME-SDD-Eligibility (use the horizontal scroll bar to see the full table)
| Sr. No. |
Dept/School/IDRP |
Name of Specialization |
Eligible Branches |
Dual-Degree Possible(Yes/No) |
Name of Dual Degree Programme |
| 1 |
Mechanical + Civil and Infrastructure |
Energy Engineering |
ME, CH, CI, EE |
Yes |
TFE (ME and CH, EE)Infrastructure Engineering with Specialization in Energy (CI, ME, CH, EE) |
| 2 |
Mechanical |
Micro-Nano Engineering |
ME, EE, |
No |
|
| 3 |
Mechanical |
Design Engineering |
ME, |
Yes |
AMD (Only for ME) |
| 4 |
Mechanical |
Smart Manufacturing |
ME, MT |
Yes |
AMD (Only for ME) |
| 5 |
Mechanical |
Engineering Innovation |
ME |
No |
|