B.Tech. (Hons.) Computer Science and Engineering
– (Data Science)
Vidyashilp University's B.Tech. (Hons.) program is a specialization in Data Science built on Computer Science and Engineering. It is a unique combination of interdisciplinary program work designed for those who seek to become 'Data Scientists'. The curriculum design and structure are guided both by recent work on the relation of Data Science to the other domains as well as the need for talent to meet the demands of the data-driven economy of the future. Graduates of the B.Tech. program in Computer Science and Engineering will be uniquely positioned to pursue a career in industry, academia, or research in this rapidly growing and all-pervasive field of Data Science.
Major: Â Data Science
Minor: Â Economics
    Marketing
    Psychology
    Finance
    Design
    Law
KCET Code: 287
4Years
B Tech. (Hons.)
DOMAIN EXPERTISE
Data Science
In the past decade, the world has been transformed by the rapidly evolving field of Data Science. This new science, which is already revolutionizing business, science, and society, builds on an array of technological developments, including the widespread use of smartphones and rapid technological progress in computing and communication. Massive investments have gone into building out wireless infrastructure, data centers (the cloud) and into leveraging such facilities. The volume of data being collected automatically—and the processing of such data—has soared. New data-driven services have arisen, exploiting this new data-driven environment and convincing the public of the power and elegance of the data-driven paradigm.
Today, the term 'Data Scientist' typically describes a knowledge worker who uses the complex and massive data resources characteristic of this new era. However, Data Science is a broader concept involving principles for data collection, storage, integration, analysis, inference, communication, and ethics appropriate for this new data-driven era. Several industries and academic disciplines have perceived that a new field of Data Science is emerging out of several established fields, including Information Technology, Computer Science, Statistics, Mathematics, Operations Management, and Business Analytics. Data Scientists of the future will need to be educated in the full scope of Data Science principles, which is prioritized in the best B.Tech. colleges in Bangalore.
Why VU for B.Tech.?
The B.Tech. (Hons.) in the Data Science program at Vidyashilp University is built to prepare students for an evolving tech-driven world. With a curriculum that blends core Computer Science and Engineering with advanced Data Science topics, students gain the skills to lead in fields like Artificial Intelligence, Machine Learning, and Deep Learning. This future-focused academic approach ensures graduates are equipped to create real impact through technology.
Students have the freedom to personalize their academic journey through specialization tracks such as Applied Deep Learning and Full Stack Development. Interdisciplinary minors in areas like Psychology, Design, Marketing, Finance, Law, and Economics further expand career possibilities, enabling students to operate at the intersection of data and domain knowledge. This open academic system fosters unique combinations of skills tailored to individual ambitions.
At Vidyashilp University, learning goes beyond lectures. With hands-on projects, internships, and practical lab sessions, students gain real-world experience that mirrors industry expectations. This experiential learning model enhances problem-solving, critical thinking, and technical dexterity — qualities that employers actively seek.
Students benefit from mentorship by leading academicians and industry experts who bring real-world insights into the classroom. Coupled with access to cutting-edge infrastructure and research facilities, the program also emphasizes soft skills like communication, teamwork, and ethical reasoning — ensuring well-rounded, globally aware graduates who are ready to lead innovation.
Program Structure
4 YEARS
8 SEMESTERS
180 CREDITS
- Communication Skills
- Human Values and Ethics
- Analytical Academic Writing
- Critical Thinking
- Problem Solving for Design Thinking
- Environmental Studies and Sustainability
- Fundamentals of Indian Constitution and Human Rights
- Community Engagement
- Humanistic Leadership Development
- Socio-Cultural Perspectives on Indian Life
- Materials for Smart Devices
- Sustainable Smart Materials
- Design Workshop
- Calculus
- Probability and Statistics
- Linear Algebra
- Advanced Statistical Analysis and Research Methods with R
- Data Structures
- Theoretical Computer Science
- Analysis of Algorithms
- Digital Design and Computer Organization
- Object-Oriented Programming
- Microprocessors and Computer Architecture
- Operating Systems
- Networks
- Databases Management
- Programming in Python
- Data Visualization and Storytelling
- Artificial Intelligence
- Internet of Things
- Advanced Exploratory Data Analysis
- Optimization Techniques for Data Science
- Machine Learning
- Deep Learning
- Cloud Computing and AI Model Deployment
- Applied Deep Learning
- Probabilistic Graph Models
- Bayesian Methods in Machine Learning / Generative AI
- Natural Language Processing
- Multi-Modal Learning
- Reinforcement Learning
- Full Stack Development
- Backend Systems and API Development
- Big Data Analytics
- Web Frameworks
- Mobile Application Development
- Performance Optimization and Testing
- Economics
- Psychology
- Design
- Marketing
- Finance
- Law
Sample Careers
Data Science and AI Roles
Data Scientist | Machine Learning Engineer | Artificial Intelligence Specialist | Data Engineer | IoT Developer
Software Development and Engineering Roles
Software Developer/Engineer | Full Stack Developer | Cloud Engineer | DevOps Engineer
Business and Analytical Roles
Business Intelligence Analyst | Product Manager | Database Administrator
Research and Innovation Roles
Research Scientist | Algorithm Specialist
Sample Internships
Experiential learning is at the heart of the B.Tech. (Hons.) in Data Science program at Vidyashilp University. The curriculum is designed to bridge theory and practice through internships, industry-led projects, and interdisciplinary collaboration. Students are required to undertake internships that offer hands-on exposure to real-world challenges, allowing them to sharpen their analytical thinking and adapt to professional environments. The University partners with leading organizations such as EvueMe, Cytecare, and others to provide these invaluable opportunities. In addition to internships, students engage in interdisciplinary projects that span psychology, economics, design, marketing, finance, and law—enhancing their ability to integrate technical skills with domain-specific knowledge. These experiences collectively prepare students to tackle complex, real-world problems with agility, insight, and innovation.
Eligibility
National/State Boards
- Passed 10+2 examination with Overall 50% with Physics and Mathematics as compulsory subjects along with one of the subjects - Chemistry / Computer Science / Electronics / Information Technology / Biology / Informatics Practices / Biotechnology / Technical Vocational Subjects / Agriculture / Engineering Graphics / Business Studies / Entrepreneurship.
- Obtained at least 45% marks (40% marks in case of candidates belonging to reserved category) in the above three subjects taken together. OR
- Passed minimum 3 years Diploma examination with at least 50% marks (45% marks in case of candidates belonging to reserved category) subject to vacancies in the First Year, in case the vacancies at lateral entry are exhausted.
IB
- English, Physics, Mathematics and Chemistry / Biotechnology / Biology / Computer Science or any other technical vocational subject* as optional subject (preferably Mathematics and Physics at HL level).
- IB Diploma or IB Certificate with minimum average of 4 points for Physics, Mathematics and any optional subject* with overall minimum of 24 points.
- Minimum 3 subjects in HL and 3 subjects in SL.
*Technical vocational subject must be related to Chemical / Civil / Computer / Electrical / Mechanical streams.
A Level
- Physics, Mathematics and Chemistry / Biotechnology / Biology / Computer Science or any technical vocational subject* as an optional subject in the 'A' Levels and English in the 'AS' / IGCSE/ GCSE.
- Minimum grade required is an average of 'D' grade in Physics, Mathematics and any one of the optional subjects.
*Technical vocational subject must be related to Chemical / Civil / Computer / Electrical / Mechanical streams.
IBCP Equivalence for Engineering
- Students graduating with 03 DP subjects (Maths, Physics, Chemistry / other similar subjects) with at least 01 subject at HL Level and minimum 03 points in each DP Subject.
- Career Related Study (CRS) with at least 03 subjects.
- International Baccalaureate Career Related Study (IBCP) qualification with core components requirement awarded by IB.
- Required equivalence certificate from the Association of Indian Universities (AIU).
