For the last many decades, statisticians and computer engineering professionals have been helping industries to improve their business performance. Researches in both these areas were developing new methodologies to improve their respective domains. Data Science is a field which combines the advancements in Analytics and Computer Science to bring insights to decision makers by analyzing vast amounts of data at very high speeds.
Glassdoor, a leading internet company on job trends, named Data Scientist as one of the most desired jobs globally with a median salary of $120,000, followed by DevOps Engineer, Machine Learning Engineer and Data Engineer, for the year 2022. Considering the growing interest and opportunities in this field, Dwarkadas J. Sanghvi College of Engineering has introduced a new branch of engineering named as "Computer Science and Engineering (Data Science)” from the academic year 2020-2021.
As a part of its commitment to bringing the latest in engineering education to the masses, DJSCE in 2020 had introduced an AICTE approved, 4-year undergraduate course with modern amenities and infrastructure, state of the art curriculum with experienced and dedicated faculty. The institute will continue to strengthen this branch through active industry – academia association throughout the course duration of four years.
| Duration 4 Years |
Year of establishment 2020 |
Intake 180 |
||
| Degree B.Tech in Computer Science and Engineering (Data Science) |
||||
Second Year
| Semester III | Semester IV |
|---|---|
| Mathematics for Intelligent Systems | Statistics for Data Science |
| System Fundamentals | Machine Learning - I |
| Data Structures |
Design and Analysis of Algorithms |
| Database Management System |
Computer Communication and Networks |
| Python Programming | Foundation of Data Engineering Laboratory |
| Web Engineering Laboratory |
Universal Human Values |
| Innovative Product Development- I (Audit) | Innovative Product Development II (Audit) |
| Constitution of India (Audit) | Environmental Studies (Audit) |
Third Year
| Semester V | Semester VI |
|---|---|
| Machine Learning-II (Deep Learning) | Machine Learning-III |
| Artificial Intelligence | Natural Language Processing |
| Information security | Image Processing and Computer Vision-I |
| Programming Language Principles Laboratory |
Big Data Engineering Laboratory |
| Distributed computing (Dept. Elective) | Cloud Computing (Dept. Elective) |
| Time Series Analysis (Dept. Elective) | Recommender System (Dept. Elective) |
| Digital System Design (Dept. Elective) | Embedded System & RTOS (Dept. Elective) |
| Probabilistic Graph Models (Dept. Elective) | Cognitive Neuroscience (Dept. Elective) |
| Professional and Business Communication Laboratory (Credit) | Innovative Product Development-IV (Credit) |
| Innovative Product Development-III (Credit) |
Final Year
| Semester VII | Semester VIII |
|---|---|
| Machine Learning – IV |
Data Ethics |
| Image Processing and Computer Vision – II |
High Performance Computing |
| Applied Data Science Laboratory |
Quantum Computing (Dept. Elective) |
| Parallel Computing (Dept. Elective) | Geo-Spatial Data Science (Dept. Elective) |
| Advanced Natural Language Processing (Dept. Elective) |
Advanced Networking Technology (Dept. Elective) |
| IoT Network Enterprise (Dept. Elective) |
Social Network Analysis (Dept. Elective) |
| Adversarial Machine Learning (Dept. Elective) |
Institute Level Optional Courses- II |
| Institute Level Optional Courses- I |
Project Stage- II |
| Project Stage- I |
View Syllabus:
| DJ19 | DJS 22 | DJS 23 | Honors (DJ19) | Honors (DJS23) |
Minors | |
| SY | Sem III: Download | Sem III: Download | Sem III: Download |
Sem V: Download | Sem III: Download |
Sem V: Download |
| Sem IV: Download | Sem IV: Download |
Sem IV: Download |
Sem VI: Download | Sem IV: Download |
Sem VI: Download | |
| Sem VII: Download | Sem VII: Download | |||||
| Sem VIII: Download | Sem VIII: Download | |||||
| TY | Sem V: Download | Sem V: Download | ||||
| Sem VI: Download | Sem VI: Download | |||||
| B.TECH. | Sem VII: Download | |||||
| Sem VIII: Download |
Scheme and Syllabus of Minors Degree Program
