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The B.Tech in Artificial Intelligence and Machine Learning (AI&ML) is a cutting-edge undergraduate program designed to equip students with the knowledge and skills required to excel in the rapidly growing field of AI and ML. This program combines the fundamentals of computer science, mathematics, and engineering with advanced topics in AI and ML, enabling students to build intelligent systems that can learn, reason, and solve complex problems.
Throughout the four-year B.Tech in Artificial Intelligence and Machine Learning program, students delve into core areas such as machine learning, deep learning, natural language processing (NLP), computer vision, reinforcement learning, and big data analytics.
The B.Tech AI and ML syllabus emphasizes hands-on learning through practical labs, projects, and industry internships, ensuring students gain real-world experience in designing and deploying AI solutions. Interdisciplinary in nature, the program integrates ethical AI practices, optimization techniques, and applications of AI in fields like healthcare, finance, robotics, and autonomous systems.
Graduates emerge as industry-ready professionals, adept at leveraging AI/ML to innovate and address global challenges. With a strong foundation in AI principles, problem-solving, and computational thinking, this program prepares students for a wide range of career opportunities in AI research, software development, data science, and entrepreneurship, or for advanced studies in AI/ML.
| S. No. | Course Category | Course Code | Course Title | Contact Hours | Credits | |||
|---|---|---|---|---|---|---|---|---|
| L | T | P | Total | |||||
| 1 | BSC | 15B11MA111 | Mathematics-1 | 3 | 1 | 0 | 4 | 4 |
| 2 | BSC | 15B11PH111 | Physics-1 | 3 | 1 | 0 | 4 | 4 |
| 3 | BSC | 15B17PH171 | Physics Lab-1 | 0 | 0 | 2 | 2 | 1 |
| 4 | ESC | 15B11CI111 | Software Development Fundamentals-I | 3 | 1 | 0 | 4 | 4 |
| 5 | ESC | 24B15CS111 | Software Development Fundamentals Lab-I | 0 | 0 | 2 | 2 | 1 |
| 6 | ESC | 24B11EC111 | Basic Electronics | 3 | 1 | 0 | 4 | 4 |
| 7 | ESC | 24B15EC111 | Basic Electronics Lab | 0 | 0 | 2 | 2 | 1 |
| 8 | HSC | 15B11HS112 | English | 1 | 0 | 2 | 3 | 2 |
| 9 | ESC | 18B15GE111 | Engineering Drawing & Design | 0 | 0 | 3 | 3 | 1.5 |
| Total | 28 | 22.5 | ||||||
| S. No. | Course Category | Course Code | Course Title | Contact Hours | Credits | |||
|---|---|---|---|---|---|---|---|---|
| L | T | P | Total | |||||
| 1 | BSC | 15B11MA211 | Mathematics-2 | 3 | 1 | 0 | 4 | 4 |
| 2 | BSC | 15B11PH211 | Physics-2 | 3 | 1 | 0 | 4 | 4 |
| 3 | BSC | 15B17PH271 | Physics Lab-2 | 0 | 0 | 2 | 2 | 1 |
| 4 | ESC | 15B11CI121 | Software Development Fundamentals-II | 3 | 1 | 0 | 4 | 4 |
| 5 | ESC | 24B15CS121 | Software Development Fundamentals Lab-II | 0 | 0 | 2 | 2 | 1 |
| 6 | HSC | 24B16HS111 | Life Skills & Professional Communication Lab | 0 | 0 | 2 | 2 | Qualifying |
| 7 | ESC | 18B15GE112 | Workshop | 0 | 0 | 3 | 3 | 1.5 |
| 8 | HSC | 15B11HS111 | Universal Human Values (UHV) | 2 | 1 | 0 | 3 | 3 |
| Total | 24 | 18.5 | ||||||
| S. No. | Course Category | Course Code | Course Title | Contact Hours | Credits | |||
|---|---|---|---|---|---|---|---|---|
| L | T | P | Total | |||||
| 1 | PCC | 15B11CI311 | Data Structures and Algorithms | 3 | 1 | 0 | 4 | 4 |
| 2 | PCC | 15B17CI371 | Data Structures and Algorithms Lab | 0 | 0 | 2 | 2 | 1 |
| 3 | PCC | 24B11CS213 | Database Management Systems | 3 | 0 | 0 | 3 | 3 |
| 4 | PCC | 24B15CS213 | Database Management Systems Lab | 0 | 0 | 2 | 2 | 1 |
| 5 | PCC | XXXXXXX | Software Engineering | 3 | 0 | 0 | 3 | 3 |
| 6 | PCC | XXXXXXX | Software Engineering Lab | 0 | 0 | 2 | 2 | 1 |
| 7 | PCC | XXXXXXX | Object Oriented Programming using Python | 2 | 0 | 2 | 4 | 3 |
| 8 | HSC | 15B11HS211 | Economics | 2 | 1 | 0 | 3 | 3 |
| 9 | PRC | XXXXXXX | Summer Training-I (4 weeks) | 0 | 0 | 0 | 0 | 4 |
| Total | 23 | 23 | ||||||
\
| S. No. | Course Category | Course Code | Course Title | Contact Hours | Credits | |||
|---|---|---|---|---|---|---|---|---|
| L | T | P | Total | |||||
| 1 | HSC | XXXXXXX | HSS Elective – 1 | 2 | 1 | 0 | 3 | 3 |
| 2 | PCC | XXXXXXX | Machine Learning Fundamentals | 3 | 1 | 0 | 4 | 4 |
| 3 | PCC | XXXXXXX | Machine Learning Lab | 0 | 0 | 2 | 2 | 1 |
| 4 | BSC | 24XXXXX | Mathematical and Statistical Foundations for Computation Intelligence | 3 | 1 | 0 | 4 | 4 |
| 5 | PCC | XXXXXXX | Artificial Intelligence | 3 | 1 | 0 | 4 | 4 |
| 6 | PCC | XXXXXXX | Artificial Intelligence Lab | 0 | 0 | 2 | 2 | 1 |
| 7 | PCC | 24B11CS312 | Operating Systems | 3 | 0 | 0 | 3 | 3 |
| 8 | PCC | 24B15CS312 | Operating Systems Lab | 0 | 0 | 2 | 2 | 1 |
| 9 | OMC | 19B13BT211 | Environmental Studies | 3 | 0 | 0 | 3 | Qualifying |
| Total | 27 | 21 | ||||||
| S. No. | Course Category | Course Code | Course Title | Contact Hours | Credits | |||
|---|---|---|---|---|---|---|---|---|
| L | T | P | Total | |||||
| 1 | PCC | XXXXXXX | Deep Learning Foundations | 3 | 1 | 0 | 4 | 4 |
| 2 | PCC | XXXXXXX | Deep Learning Lab | 0 | 0 | 2 | 2 | 1 |
| 3 | PCC | XXXXXXX | Natural Language Processing | 3 | 1 | 0 | 4 | 4 |
| 4 | PCC | XXXXXXX | Natural Language Processing Lab | 0 | 0 | 2 | 2 | 1 |
| 5 | PCC | XXXXXXX | Big Data Analytics | 3 | 0 | 0 | 3 | 3 |
| 6 | PEC | XXXXXXX | Discipline Elective – 1 | 2 | 0 | 2 | 4 | 3 |
| 7 | BSC | XXXXXXX | Science Elective | 3 | 0 | 0 | 3 | 3 |
| 8 | OMC | 20B13HS311 | Indian Constitution & Traditional Knowledge | 3 | 0 | 0 | 3 | Qualifying |
| 9 | PRC | XXXXXXX | Summer Training-II (6 weeks) | 0 | 0 | 0 | 0 | 4 |
| Total | 25 | 23 | ||||||
| S. No. | Course Category | Course Code | Course Title | Contact Hours | Credits | |||
|---|---|---|---|---|---|---|---|---|
| L | T | P | Total | |||||
| 1 | PCC | XXXXXXX | Generative AI and Emerging Trends | 3 | 0 | 0 | 3 | 3 |
| 2 | PCC | XXXXXXX | Generative AI Lab | 0 | 0 | 2 | 2 | 1 |
| 3 | PCC | 24B11CS322 | Advanced Data Structures and Algorithms | 3 | 0 | 0 | 3 | 3 |
| 4 | PCC | 24B15CS322 | Advanced Data Structures and Algorithms Lab | 0 | 0 | 2 | 2 | 1 |
| 5 | PCC | XXXXXXX | Computer Vision Foundations | 2 | 0 | 2 | 4 | 3 |
| 6 | PEC | XXXXXXX | Discipline Elective – 2 | 2 | 0 | 2 | 4 | 3 |
| 7 | OEC | XXXXXXX | Open Elective – 1 | 2 | 0 | 0 | 2 | 2 |
| 8 | VAC | XXXXXXX | Selected Value-Added Course | 1 | 0 | 2 | 3 | Audit |
| 9 | HSC | 24B15HS311 | Soft Skill For Employability | 0 | 0 | 2 | 2 | 1 |
| 10 | PRC | XXXXXXX | Minor Project | 0 | 0 | 4 | 4 | 2 |
| Total | 29 | 19 | ||||||
| S. No. | Course Category | Course Code | Course Title | Contact Hours | Credits | |||
|---|---|---|---|---|---|---|---|---|
| L | T | P | Total | |||||
| 1 | PEC | XXXXXXX | Discipline Elective – 3 | 3 | 0 | 0 | 3 | 3 |
| 2 | PEC | XXXXXXX | Discipline Elective – 4 | 3 | 0 | 0 | 3 | 3 |
| 3 | PEC | XXXXXXX | Discipline Elective – 5 | 3 | 0 | 0 | 3 | 3 |
| 4 | OEC | XXXXXXX | Open Elective – 2 | 3 | 0 | 0 | 3 | 3 |
| 5 | PRC | XXXXXXX | Major Project Part – 1 | 0 | 0 | 8 | 8 | 4 |
| 6 | PRC | XXXXXXX | Summer Training - III (6 weeks) | 0 | 0 | 0 | 0 | 4 |
| Total | 20 | 20 | ||||||
| S. No. | Course Category | Course Code | Course Title | Contact Hours | Credits | |||
|---|---|---|---|---|---|---|---|---|
| L | T | P | Total | |||||
| 1 | PEC | XXXXXXX | Discipline Elective – 6 | 3 | 0 | 0 | 3 | 3 |
| 2 | PEC | XXXXXXX | Discipline Elective – 7 | 3 | 0 | 0 | 3 | 3 |
| 3 | OEC | XXXXXXX | Open Elective – 3 | 3 | 0 | 0 | 3 | 3 |
| 4 | PRC | XXXXXXX | Major Project Part – 2 | 0 | 0 | 16 | 16 | 8 |
| Total | 25 | 17 | ||||||
Total Credits= 22.5 + 18.5 + 23 + 21 + 23 + 19 + 20 + 17 = 164
| Semester | Subject Count; Total Hours; and Total Credits |
|---|---|
| First | Subject Count = 9; Total Weekly Hours = 28; and Total Credits = 22.5 |
| Second | Subject Count = 8; Total Weekly Hours = 24; and Total Credits = 18.5 |
| Third | Subject Count = 9; Total Weekly Hours = 23; and Total Credits = 23 |
| Fourth | Subject Count = 9; Total Weekly Hours = 27; and Total Credits = 21 |
| Fifth | Subject Count = 9; Total Weekly Hours = 25; and Total Credits = 23 |
| Sixth | Subject Count = 10; Total Weekly Hours = 29; and Total Credits = 19 |
| Seventh | Subject Count = 6; Total Weekly Hours = 20; and Total Credits = 20 |
| Eighth | Subject Count = 4; Total Weekly Hours = 25; and Total Credits = 17 |
| Total | Subject Count = 64; Total Weekly Hours = 201; and Total Credits = 164 |
| Category | Subject Count; Total Hours; and Total Credits |
|---|---|
| BSC | Subject Count = 8; Total Weekly Hours = 27; and Total Credits = 25 |
| ESC | Subject Count = 8; Total Weekly Hours = 24; and Total Credits = 18 |
| HSC | Subject Count = 6; Total Weekly Hours = 16; and Total Credits = 12 |
| OEC | Subject Count = 3; Total Weekly Hours = 8; and Total Credits = 8 |
| OMC | Subject Count = 2; Total Weekly Hours = 6; and Total Credits = 0 |
| PCC | Subject Count = 23; Total Weekly Hours = 66; and Total Credits = 54 |
| PEC | Subject Count = 7; Total Weekly Hours = 23; and Total Credits = 21 |
| PRC | Subject Count = 6; Total Weekly Hours = 28; and Total Credits = 26 |
| VAC | Subject Count = 1; Total Weekly Hours = 3; and Total Credits = 0 |
| Total | Subject Count = 64; Total Weekly Hours = 201; and Total Credits = 164 |
Academic Year 2026 onwards