A tentative semester-wise course listing is placed below as reference.
B.Sc. in Artificial Intelligence - Machine Learning
| Semester I | |||||
|---|---|---|---|---|---|
| Course Code | Course Name | L | T | P | C |
| MA101 | Mathematics - I (Discrete Mathematics) | 3 | 1 | 0 | 4 |
| SC101 | Environment Sustainability and Climate Change | 3 | 0 | 0 | 3 |
| IK101 | Introduction to Yoga | 0 | 0 | 2 | 1 |
| HS101 | Spoken and Written Communication | 1 | 1 | 2 | 3 |
| CS101 | Introduction to Artificial Intelligence | 3 | 0 | 0 | 3 |
| CS161 | Computer System Tools | 0 | 1 | 2 | 2 |
| CS103 | Computer Programming and Problem Solving (C) | 3 | 0 | 0 | 3 |
| CS163 | Computer Programming and Problem Solving Lab | 0 | 1 | 2 | 2 |
| Total | 13 | 4 | 8 | 21 | |
| Semester II | |||||
|---|---|---|---|---|---|
| Course Code | Course Name | L | T | P | C |
| MA102 | Mathematics-II (Linear Algebra) | 3 | 1 | 0 | 4 |
| IK102 | Introduction to Vedic Mathematics | 1 | 0 | 0 | 1 |
| CS112 | Data Visualization and Analytics (Python) | 1 | 1 | 2 | 3 |
| CS104 | Operating Systems | 2 | 0 | 2 | 3 |
| CS106 | Introduction to Data Structures | 3 | 1 | 0 | 4 |
| CS166 | Introduction to Data Structures Lab | 0 | 0 | 2 | 1 |
| CS108 | Object Oriented Programming (Java) | 3 | 1 | 0 | 4 |
| CS168 | Object Oriented Programming Lab | 0 | 0 | 2 | 1 |
| Total | 13 | 4 | 8 | 21 | |
| Semester III | |||||
|---|---|---|---|---|---|
| Course Code | Course Name | L | T | P | C |
| MA201 | Mathematics - III (Probability and Statistics) | 3 | 1 | 0 | 4 |
| MG201 | Introduction to Entrepreneurship | 2 | 0 | 0 | 2 |
| CS201 | Design and Analysis of Algorithms | 3 | 1 | 0 | 4 |
| CS261 | Design and Analysis of Algorithms Lab | 0 | 0 | 2 | 1 |
| CS203 | Database Management Systems | 3 | 0 | 0 | 3 |
| CS263 | Database Management Systems Lab | 0 | 1 | 2 | 2 |
| CS205 | Computer Organization and Architecture | 2 | 0 | 0 | 2 |
| CS265 | Computer Organization and Architecture Laboratory | 0 | 1 | 2 | 2 |
| Total | 13 | 4 | 6 | 20 | |
| Semester IV | |||||
|---|---|---|---|---|---|
| Course Code | Course Name | L | T | P | C |
| MA204 | Mathematics - IV (Optimization Methods) | 1 | 0 | 2 | 2 |
| CS202 | Machine Learning | 3 | 0 | 0 | 3 |
| CS262 | Machine Learning Lab | 0 | 1 | 2 | 2 |
| CS204 | Software Engineering | 3 | 0 | 0 | 3 |
| CS264 | Software Engineering Lab | 0 | 1 | 2 | 1 |
| CS206 | Artificial Intelligence | 3 | 0 | 0 | 3 |
| CS266 | Artificial Intelligence Lab | 0 | 0 | 2 | 1 |
| CS268 | Statistics in R | 0 | 1 | 0 | 1 |
| CS208 | Web Technology and DevOps | 1 | 2 | 2 | 4 |
| Number of Hours/Week | 11 | 5 | 10 | 20 | |
| Semester V | |||||
|---|---|---|---|---|---|
| Course Code | Course Name | L | T | P | C |
| CS301 | Deep Learning | 3 | 0 | 2 | 4 |
| CS303 | Introduction to Robotics | 3 | 0 | 0 | 3 |
| CS305 | Natural Language Processing | 3 | 0 | 2 | 4 |
| CS311 | AI-ML Ops | 1 | 0 | 2 | 2 |
| CS309 | Image and Video Processing | 3 | 0 | 2 | 4 |
| HS301 | Artificial Intelligence and Ethics | 1 | 0 | 0 | 1 |
| PI301 | Summer Internship/ Training | 0 | 0 | 6 | 3 |
| Total | 14 | 0 | 14 | 21 | |
| Semester VI | |||||
|---|---|---|---|---|---|
| Course Code | Course Name | L | T | P | C |
| CS302 | Reinforcement Learning | 2 | 0 | 2 | 3 |
| PI302 | B.Sc. Project | 0 | 0 | 24 | 12 |
| Total Credits | 15 | ||||
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Government Engineering College
Sector-28, Gandhinagar
Gujarat - 382028
Email: administration@iiitvadodara.ac.in
Phone: +91-79-29750281
+91- 8849303883