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Copyright ©. Department of Artificial Intelligence
Students joined the institute before 2024 should refer to the old curriculum.
This micro-specialization comprises one foundation course on Artificial Intelligence and two electives courses related to Artificial Intelligence and Applications. The foundation course on AI introduces fundamental techniques of AI along with a gamut of real-life problems where AI techniques can be successfully applied. This course spans across different layers – knowledge representation and logic; search and reasoning frameworks; planning, learning, and communication and interaction. There is a diverse elective list that includes courses on mathematical foundations and various aspects of AI and Machine Learning and their applications.
Number of Subjects needed to earn the Micro-Specialization : 3
Credits needed to earn the Micro-Specialization: 10 credits
| Subject No | Subject Name | L-T-P (Credit) |
| AI61005 | Artificial Intelligence Foundations And Application | 3-1-0 (4) |
| Subject No | Subject Name | L-T-P (Credit) |
| AI42001 | Machine Learning: Foundation and Applications | 3-0-3 (5) |
| AI61002 | Deep Learning Foundations and Applications | 3-1-0 (4) |
| AI61003 | Linear Algebra for AI And ML | 3-1-0 (4) |
| AI60002 | Machine Learning for Earth System Sciences | 3-0-0 (3) |
| AI61004 | Statistical Foundation for Artificial Intelligence and Machine Learning | 3-1-0 (4) |
| AI61006 | Artificial Intelligence for Cyber Physical Systems | 3-1-0 (4) |
| AI60004 | Big Data Processing | 3-0-0 (3) |
| AI60006 | Dependable and Secure AI-ML | 3-0-0 (3) |
| AI60008 | Knowledge Modelling and Semantic Web Technologies | 3-0-0 (3) |
| AI60007 | Graph Machine Learning: Foundations and Applications | 3-0-0 (3) |
| AI60201 | Graphical And Generative Models For Machine Learning | 3-0-0 (3) |
| AI61201 | Visual Computing with AI/ML | 3-1-0 (4) |
| AI60205 | Interpretable Machine Learning | 3-0-0 (3) |
| AI60209 | AI/ML for Robot Autonomy | 4-0-0 (4) |
| AI60202 | Advanced Learning Paradigms in AI | 3-0-0 (3) |
NOTE: Students opting for Dual Degree program at the Department of AI will not be eligible for getting this Micro-specialization.
Copyright ©. Department of Artificial Intelligence