Course Structure for B.Tech under PVP-23 Regulations
(Effective from Academic Year 2023-24)
Department Of Computer Science and Engineering (Data Science)
PVP23 Regulations - I B.Tech - I Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 23BS1101 | Linear Algebra & Calculus | 3 | 3 | 0 | 0 | 30 | 70 | 100 |  |
| 23BS1103 | Engineering Physics | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23ES1103 | Introduction to Programming | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23ES1103 | Basic Electrical & Electronics Engineering | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23ES1104 | Engineering Graphics | 3 | 1 | 0 | 4 | 30 | 70 | 100 | |
| 23BS1152 | Engineering Physics Lab | 1 | 0 | 0 | 2 | 30 | 70 | 100 | |
| 23ES1152 | Computer Programming Lab | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23ES1153 | IT Workshop | 1 | 0 | 0 | 2 | 30 | 70 | 100 | |
| 23ES1154 | Electrical & Electronics Engineering Workshop | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23MC1141 | NSS/NCC/Scouts & Guides/Communcsdy Service | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| Total | 21.5 | 13 | 00 | 17 | 300 | 700 | 1000 |
PVP23 Regulations - I B.Tech - II Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 23HS1201 | Communicative English | 2 | 2 | 0 | 0 | 30 | 70 | 100 | |
| 23BS1201 | Differential Equations & Vector Calculus | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23BS1202 | Chemistry | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23ES1201 | Basic Civil & Mechanical Engineering | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS3201 | Data Structures | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23HS1251 | Communicative English Lab | 1 | 0 | 0 | 2 | 30 | 70 | 100 | |
| 23BS1251 | Chemistry Lab | 1 | 0 | 0 | 2 | 30 | 70 | 100 | |
| 23ES1251 | Engineering Workshop | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23DS3251 | Data Structures Lab | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23MC1242 | Health and Wellness Yoga and Sports | 0.5 | 0 | 0 | 1 | 30 | 70 | 100 | |
| Total | 19.5 | 14 | 00 | 11 | 300 | 700 | 1000 |
PVP23 Regulations - II B.Tech - I Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 23BS1305 | Discrete Mathematics & Graph Theory | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23HS1301 | Universal Human Values - Understanding Harmony and Ethical Human Conduct | 3 | 2 | 1 | 0 | 30 | 70 | 100 | |
| 23ES1306 | Introduction to Data Science | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 223DS3301 | Advanced Data Structures & Algorithms Analysis | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS3302 | Object Oriented Programming Through Java | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS3351 | Data Science Lab | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23DS3352 | Object Oriented Programming Through Java Lab | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23S08355 | Python programming | 2 | 0 | 1 | 2 | 30 | 70 | 100 | |
| 23AC1301 | Environmental Science | -- | 2 | 0 | 0 | 30 | 70 | 100 | |
| Total | 20 | 16 | 02 | 08 | 270 | 630 | 900 |
PVP23 Regulations - II B.Tech - II Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 23HS1403 | Optimization Techniques | 2 | 2 | 0 | 0 | 30 | 70 | 100 | |
| 23BS1402 | Probability & Statistics | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS3401 | Data Engineering | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS3402 | Database Management Systems | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS3403 | Digital Logic & Computer Organization | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS3451 | Data Engineering Lab | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23DS3452 | Database Management Systems Lab | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23SA8453 | Full Stack Development -I | 2 | 0 | 1 | 2 | 30 | 70 | 100 | |
| 23ES1451 | Design Thinking & Innovation | 2 | 1 | 0 | 2 | 30 | 70 | 100 | |
| Total | 21 | 15 | 01 | 10 | 270 | 630 | 900 |
PVP23 Regulations - III B.Tech - I Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | Syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 23DS3501 | Machine Learning | 3 | 3 | 0 | 0 | 30 | 70 | 100 |  |
| 23DS3502 | Computer Networks | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS3503 | Software Engineering | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| -- | Professional Elective – I | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS4501A | Automata Theory & Compiler Design | |
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| 23DS4501B | Cloud Computing | |
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| 23DS4501C | Object Oriented Analysis and Design | |
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| 23DS4501D | Internet of Things | |
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| -- | Open Elective – I | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23HS1501 | Entrepreneurship Development and Venture Creation |
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| 23DS4511 | Any of the 12-Week SWAYAM NPTEL Course suggested by the BoS | ||||||||
| Foundations of R Software | |
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| Software reliability | |
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| Social Networks | |
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| Secure Computation | |
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| Object Oriented System Development Using UML, Java And Patterns | |
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| E Business | |
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| Ethical Hacking | |
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| 23DS3551 | Machine Learning Lab | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23DS3552 | Computer Networks Lab | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23SO8554 | Full Stack Development-II Lab | 2 | 0 | 1 | 2 | 30 | 70 | 100 | |
| 23ES1553 | User Interface Design Using Flutter Lab |
1 | 0 | 0 | 2 | 30 | 70 | 100 | |
| 23DS3591 | Evaluation of Community Service Project Internship |
2 | - | - | - | - | 50 | 50 | |
| Total | 23 | 15 | 1 | 10 | 270 | 680 | 950 | ||
PVP23 Regulations - III B.Tech - II Semester Courses
| Course Code | Title | Credits | L | T | P | Internals | Externals | Total | Syllabus |
|---|---|---|---|---|---|---|---|---|---|
| 23DS3601 | Deep Learning | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS3602 | Operating Systems | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS3603 | Data Visualization | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS4601 | Professional Elective – II | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS4601A | Social Media Analytics | |
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| 23DS4601B | Cryptography & Network Security | |
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| 23DS4601C | Recommender Systems | |
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| 23DS4601D | Soft Computing | |
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| 23DS4601E | Sensor Networks | |
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| 23DS4602 | Professional Elective-III | 3 | 3 | 0 | 0 | 30 | 70 | 100 | |
| 23DS4602A | Software Project Management | |
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| 23DS4602B | Quantum Computing | |
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| 23DS4602C | Computer Vision | |
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| 23DS4602D | No SQL Databases | |
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| 23DS4612 | Any of the 12-week SWAYAM/NPTEL Course Suggested by the BOS | -- | -- | -- | -- | -- | -- | -- | |
| Open Elective-II | 3 | 3 | 0 | 0 | 30 | 70 | 100 | ||
| 23ME2601 | Introduction to Industrial Robotics | |
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| 23CE2601 | Disaster Management | |
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| 23EC2601 | E-Waste Management | |
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| 23DS3651 | Deep Learning Lab | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23DS3652 | Data Visualization Lab | 1.5 | 0 | 0 | 3 | 30 | 70 | 100 | |
| 23SS8651 | Soft skills | 2 | 0 | 1 | 2 | 30 | 70 | 100 | |
| 23AC1601 | Technical Paper Writing & IPR | |
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| Total | 23 | 20 | 01 | 08 | 300 | 630 | 930 | ||