Course Structure for B.Tech under PVP-20 Regulations
(Effective from Academic Year 2020-21)
Department Of Computer Science and Engineering (Data Science)
PVP20 Regulations - I B.Tech - I Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 20HS1101 | Communicative English I | 3 | 3 | 0 | 0 | 30 | 70 | 100 |  |
| 20BS1101 | Calculus and Linear Algebra | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20BS1102 | Engineering Chemistry | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20ES1105 | Digital Logic Design | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20ES1106 | Programming for Problem Solving using C | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20HS1151 | Communicative English I Lab | 1.5 | 0 | 0 | 3 | 15 | 30 | 50 | |
| 20BS1151 | Engineering Chemistry Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20ES1154 | Programming for Problem Solving using C Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20MC1101 | Life Science for Engineers | 0 | 2 | 0 | 2 | 30 | 70 | 100 | |
| Total | 19.5 | 15 | 0 | 9 | 225 | 525 | 750 | ||
| L - Lecture T - Tutorial P - Practical |
PVP20 Regulations - I B.Tech - II Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 20HS1201 | Communicative English-II | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20BS1203 | Engineering Physics | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20BS1204 | Engineering Mathematics - II (Probability & Statistics) | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20BS1207 | Discrete Mathematical Structures | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20ES1205 | Python Programming | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20HS1251 | Communicative English-II Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20BS1252 | Engineering Physics Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20ES1255 | Python Programming Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| Total | 19.5 | 15 | 0 | 9 | 195 | 455 | 650 | ||
| L - Lecture T - Tutorial P - Practical |
PVP20 Regulations - II B.Tech - I Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 20ES1306 | Computer Organization | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20ES1308 | Foundations of Data Science | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3301 | Operating Systems | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3302 | Object Oriented Programming through Java | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3303 | Data Structures | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20SO8357 | Foundations of Competitive Programming | 2 | 1 | 0 | 2 | -- | 50 | 50 | |
| 20ES1358 | Python for Data Science Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20DS3351 | Object Oriented Programming through Java Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20DS3352 | Data Structures Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20DS3391 | Community Service Project | 4 | 0 | 0 | 0 | 100 | -- | 100 | |
| Total | 25.5 | 16 | 0 | 11 | 295 | 505 | 800 | ||
| L - Lecture T - Tutorial P - Practical |
PVP20 Regulations - II B.Tech - II Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 20BS1403 | Formal Languages and Automata Theory | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3401 | Software Engineering | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3402 | Database Management Systems | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3403 | Design and Analysis of Algorithms | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20ES1402 | Internet of Things | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20ES1452 | Internet of Things Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20DS3452 | Algorithms Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20DS3451 | Database Management Systems Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20SO8456 | Advanced Competitive Programming | 2 | 1 | 0 | 2 | -- | 50 | 50 | |
| 20MC1402 | Environmental Sciences | 0 | 2 | 0 | 0 | 100 | -- | 100 | |
| 20MC1441A/20MC1441B | NSS/NCC | 0 | 0 | 0 | 2 | -- | -- | -- | -- |
| Honors | |||||||||
| Advanced Data Structures | 4 | 3 | 0 | 2 | 30 | 70 | 100 | ||
| Total | 21.5 | 18 | 0 | 13 | 195 | 505 | 800 | ||
| L - Lecture T - Tutorial P - Practical |
PVP20 Regulations - III B.Tech - I Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 20DS3501 | Machine Learning | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3502 | Cloud Computing | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3503 | Computer Networks | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| -- | Professional Elective - I | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS4501A | Soft Computing | |
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| 20DS4501B | No SQL Databases | |
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| 20DS4501C | Data Warehousing and Data Mining | |
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| 20DS4501D | Object Oriented Analysis and Design | |
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| -- | Open Elective - I / Job Oriented Elective | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20CE2501A | Airpollution and Control |  |
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| 20EC2501A | Sensor Technology | |
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| 20EE2501A | Electrical Safety | |
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| 20ME2501A | Design Thinking | |
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| 20ME2501B | Logistics and Supply Chain Management | |
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| 20EC2501B | Electronics Instrumentation | |
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| 20DS3551 | Machine Learning Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20DS3552 | Full Stack Web Development | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20SA8555 | Data Visualization using Power BI | 2 | 1 | 0 | 2 | 50 | 50 | |
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| 20MC1502 | Universal Human Values | 0 | 2 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3581A | Summer Internship 2 Months (Mandatory) after second year (to be evaluated during V Sem) | 1.5 | 0 | 0 | 0 | -- | 50 | 50 | |
| Total | 21.5 | 18 | 0 | 08 | 210 | 590 | 800 |
PVP20 Regulations - III B.Tech - II Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 20DS3601 | Cryptography and Network Security | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3602 | Big Data Analytics | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20DS3603 | Deep Learning | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| -- | Professional Elective - II | 3 | 3 | 0 | 3 | 30 | 70 | 100 | |
| 20DS4601A | Reinforcement Learning | |
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| 20DS4601B | Design Patterns | |
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| 20DS4601C | Distributed Systems | |
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| 20DS4601D | Software Testing Methodologies | |
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| -- | Open Elective Course-2/Job Oriented Elective | 3 | 3 | 0 | 3 | 30 | 70 | 100 | |
| 20CE2601A | Ecology and Environment | |
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| 20EC2601A | MAT Lab Programming | |
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| 20EC2601B | TV Engineering | |
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| 20EE2601A | Energy Management | |
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| 20ME2601A | Value Engineering | |
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| 20ME2601B | Human Factors in Engineering | |
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| 20DS3651 | Data Analytics Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20DS3652 | Deep Learning Lab | 1.5 | 0 | 0 | 3 | 15 | 35 | 50 | |
| 20DS3653 | Full Stack Development-II | 1.5 | 0 | 0 | 1.5 | 15 | 35 | 50 | |
| 20SS8651 | Soft Skill Course | 2 | 1 | 0 | 2 | -- | 50 | 50 | |
| 20MC1601 | Constitution of India | 0 | 2 | 0 | 0 | 30 | 70 | 100 | |
| Total | 21.5 | 18 | 0 | 11 | 225 | 575 | 800 |
PVP20 Regulations - IV B.Tech - I Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | Syllabus |
|---|---|---|---|---|---|---|---|---|---|
| -- | Professional Elective - III | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20AM4701A | Generative Artificial Intelligence |
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| 20AM4701B | Block Chain Technologies |
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| 20AM4701C | Software Project Management |
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| 20AM4701D | Video Analytics with Open CV |
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| -- | Professional Elective - IV | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20AM4702A | Prompt Engineering |
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| 20AM4702B | Social Media Analytics |
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| 20AM4702C | Ethical Artificial Intelligence |
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| 20AM4702D | Information Retrieval Systems |
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| -- | Professional Elective - V | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20AM4703A | Dev Ops |
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| 20AM4703B | Cyber Security |
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| 20AM4703C | Human Computer Interaction |
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| 20AM4703D | Recommender Systems |
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| -- | Open Elective - III | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20CE2701A | Disaster Management and Preparedness |
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| 20EC2701A | Research Methodology |
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| 20EC2701B | E – WASTE MANAGEMENT |
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| 20EE2701A | Non- Conventional Energy Resources |
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| 20ME2701A | Operations Research |
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| 20ME2701B | Management Information Systems |
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| -- | Open Elective - IV | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20CE2702A | Environmental Management and Audit |
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| 20EC2702A | Telecommunications | |
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| 20EC2702B | Satellite Communications | |
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| 20EE2702A | Utilization of Electrical Power | |
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| 20ME2702A | Mechatronics | |
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| 20ME2702B | Robotics | |
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| -- | Sciences and Humanities Elective | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 20HS7701C | Entrepreneurship Management | |
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| 20HS7701A | Managerial Economics and Financial Analysis | |
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| 20HS7701B | Human Resources Management | |
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| 20HS7701E | Construction Management | |
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| 20HS7701F | Industrial Engineering Management | |
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| 20HS7701G | Project Management | |
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| 20SA8757 | Prompt Engineering and Generative AI Systems | 2 | 1 | 0 | 2 | - | 50 | 50 | |
| 20DS3781C / 20DS3781B |
Research/Industry Internship | 3 | - | 50 | 50 | |
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| Total | 23 | 16 | 0 | 2 | |||||
| L - Lecture T - Tutorial P - Practical | |||||||||
PVP20 Regulations - IV B.Tech - II Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | Syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 20DS3861 | Project work and Internship in Industry | 8 | 0 | 0 | 0 | 60 | 140 | 200 | |