4th Semester subjects
Below are all 4th semester subjects for Artificial Intelligence and Data Science (2022 Scheme). Open any subject for module-wise notes, important questions and quick revision.
Analysis and Design of Algorithms (BCS401) is a core VTU computer science subject covering algorithm design techniques, time complexity, space complexity, asymptotic analysis, divide and conquer, greedy algorithms, dynamic programming, backtracking, branch and bound, and graph algorithms. This subject is essential for coding interviews, competitive programming, software engineering, and problem-solving skills. Access BCS401 notes, module-wise PDFs, previous year question papers (PYQs), important questions, solved examples, and VTU exam preparation resources on VTU Zone.
Database Management System (BCS403) is a high-value VTU subject covering DBMS concepts, relational databases, SQL queries, normalization, ER modeling, transactions, indexing, concurrency control, database security, and distributed databases. This subject is critical for backend development, software engineering, data management, and system design interviews. Find BCS403 notes, SQL concepts, VTU previous year question papers, important questions, and module-wise DBMS resources on VTU Zone.
Universal Human Values (BUHK408) focuses on ethical values, human relationships, professional ethics, social responsibility, sustainable living, personal development, moral decision-making, and value-based education for engineers. This subject helps students build responsible thinking, leadership qualities, and strong professional character. Find BUHK408 notes, MCQs, important questions, VTU exam resources, and preparation material on VTU Zone.