Bachelor of Computer Applications - Data Science
The BCA – Data Science program is designed to meet the growing demand for skilled data professionals by integrating strong computational foundations with advanced analytical capabilities. The curriculum covers data mining, statistical analysis, machine learning, artificial intelligence, and big data tools, ensuring students gain both conceptual mastery and industry-ready skills.
Through hands-on learning with real datasets, live projects, and case-based applications, students experience how data drives decision-making in top organizations. Graduates are prepared for high-demand careers in data analytics, business intelligence, data engineering, and AI-driven solutions, ideal for those passionate about transforming data into meaningful insights and innovation.
Program Competencies & Outcomes
Analytical Proficiency
Technical Capability
Predictive Modelling
Interdisciplinary Insight
Effective Communication
Industry Readiness
Certification Advantage
Students earn five ArivuPro certifications, one each semester, significantly boosting practical competence and job prospects in the data-driven business world.
Tools:
Syllabus -Data Science
Semester I
- Introduction to Data Science
- Programming for Data Science
- AI Ethics and Governance
Semester II
- Statistics and Probability for Data Science
- Data Visualisation
- Data Preprocessing and Feature Engineering
Semester III
- Big Data and Cloud Computing for
- Data Science
- Introduction to Machine Learning
- Advanced Machine Learning
Semester IV
- Deep Learning
- Natural Language Processing (NLP)
- Database Knowledge for Data Science
Semester V
- IBM Global Certification ( Optional )
Semester VI
- IBM Global Certification ( Optional )
Eligibility
Completion of 12th grade (10+2) in any discipline from a recognised board, with a minimum aggregate of 60% in Mathematics or Accounting.
Fees Structure
Course Fee per year: Rs. 1,10,000/- (Application, Eligibility Fee & Registration fees excluded)
Steps to be followed for Admission Application:
Documents to be produced at the time of Admission:
- 10th, 11th & 12th Marks Card (Original + 2 Copies).
- Transfer Certificate from the Institution last attended (Original).
- Conduct Certificate (Original). Caste Certificate if SC / ST / OBC / Category 1 (2 Copies).
- Migration Certificate in Original for Non Karnataka Students & other Universities or Board.
- 3 passport size photographs.
- In addition to the above, NRI and Foreign Students should produce: Valid Passport Residential Permit from the Commissioner of Police Bengaluru (for foreign students only HIV Test Certificate).
