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Bachelor of Computer Applications in Data Science

3 Years UG ₹80,000 – ₹4 Lakhs Avg. Salary: ₹5 – ₹10 LPA

About BCA Data Science

Bachelor of Computer Applications in Data Science (BCA Data Science) is a three-year undergraduate degree program designed for students who aspire to build successful careers in Data Science, Artificial Intelligence (AI), Machine Learning (ML), Big Data Analytics, Business Intelligence, Data Engineering, Cloud Computing, Predictive Analytics, and Software Development. The program combines core computer application concepts with advanced data science techniques to prepare students for the rapidly growing data-driven technology industry. The curriculum blends classroom learning with practical exposure through coding labs, data analytics projects, internships, hackathons, industry workshops, seminars, research activities, case studies, and capstone projects. Students gain hands-on experience with Python, R Programming, SQL, Java, C++, Pandas, NumPy, Matplotlib, Scikit-learn, TensorFlow, Power BI, Tableau, Apache Hadoop, Apache Spark, Jupyter Notebook, Git, GitHub, Microsoft Azure, AWS Cloud, Google Cloud Platform (GCP), and modern data visualization and analytics tools used by leading technology companies. The course covers core subjects such as Programming Fundamentals, Data Structures, Database Management Systems (DBMS), Operating Systems, Computer Networks, Statistics, Data Science Fundamentals, Machine Learning, Artificial Intelligence, Big Data Analytics, Data Mining, Data Visualization, Business Analytics, Cloud Computing, Software Engineering, Data Warehousing, Cyber Security, Web Technologies, Business Intelligence, and Data Ethics. Students develop programming, analytical thinking, statistical analysis, problem-solving, communication, data interpretation, visualization, and decision-making skills required to solve real-world business and technology challenges using data. With the exponential growth of big data, digital transformation, cloud technologies, AI adoption, fintech, healthcare analytics, e-commerce, cybersecurity, banking, retail, telecommunications, manufacturing, and business intelligence, BCA Data Science graduates are in high demand across industries. Graduates can work in IT companies, multinational corporations, analytics firms, startups, financial institutions, healthcare organizations, research centers, consulting firms, and government agencies. They can also pursue higher education such as MCA, M.Sc Data Science, MBA, or specialized certifications in Data Science, Artificial Intelligence, Machine Learning, Cloud Computing, and Business Analytics.

Eligibility Criteria

Passed 10+2 (Class 12) from a recognized board.
Minimum 45%–60% aggregate marks (varies by university).
Students from Science, Commerce, or Arts streams are generally eligible; some universities may prefer Mathematics or Computer Science.
Admission may be based on merit or university-level entrance examinations.

Syllabus Overview

Computer Fundamentals
Programming in C
Mathematics for Computing
Statistics
Database Management System (DBMS)
Web Technologies
Communication Skills
Computer Organization
Data Structures
Object-Oriented Programming (Java/Python)
Operating Systems
Computer Networks
Data Science Fundamentals
Machine Learning
Data Mining
Software Engineering
Big Data Analytics
Artificial Intelligence
Data Visualization
Business Intelligence
Cloud Computing
Predictive Analytics

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