Artificial Intelligence and Data Science · 2022 Scheme

5th Semester subjects

Below are all 5th semester subjects for Artificial Intelligence and Data Science (2022 Scheme). Open any subject for module-wise notes, important questions and quick revision.

BCS501theory4 cr
Software Engineering Project Management

Software Engineering Project Management (BCS501) covers software development life cycle (SDLC), software process models, project planning, cost estimation, software testing, quality assurance, risk management, agile development, and software project execution strategies. This subject helps students understand how real-world software products are designed, managed, tested, and delivered successfully. Access BCS501 notes, module-wise PDFs, previous year question papers (PYQs), important questions, and VTU exam preparation resources on VTU Zone.

BCS502theory4 cr
Computer Networks

Computer Networks (BCS502) is a core VTU subject covering network architecture, OSI model, TCP/IP protocol suite, routing algorithms, switching, congestion control, transport layer, network security, wireless communication, and modern networking concepts. This subject is essential for backend engineering, cloud computing, cybersecurity, and network system design. Explore BCS502 notes, VTU PYQs, important questions, module-wise study material, and exam-focused preparation resources on VTU Zone.

BCS503theory3 cr
Theory of Computation

Theory of Computation (BCS503) introduces finite automata, regular expressions, context-free grammar, pushdown automata, Turing machines, decidability, computability theory, and formal language concepts. This subject builds the mathematical and logical foundation for compiler design, algorithm theory, and advanced computer science concepts. Find BCS503 notes, previous year papers, important questions, solved examples, and VTU study resources on VTU Zone.

BCS515Ctheory3 cr
Unix System Programming

Unix System Programming (BCS515C) focuses on Unix architecture, Linux commands, shell scripting, process creation, threads, inter-process communication (IPC), signals, file systems, sockets, and system-level programming concepts. This subject is essential for backend development, DevOps, operating systems, and server-side engineering roles. Find Unix System Programming notes, VTU question papers, important questions, and module-wise study material on VTU Zone.

BCS515Dtheory3 cr
Distributed Systems

Distributed Systems (BCS515D) covers distributed computing architecture, communication protocols, synchronization, fault tolerance, distributed databases, cloud systems, replication, consistency models, and scalable system design. This subject is highly relevant for cloud computing, microservices architecture, and modern large-scale backend systems. Access Distributed Systems notes, VTU PYQs, important questions, and exam preparation resources on VTU Zone.

BAI151Atheory3 cr
Computer Vision

Computer Vision (BAI151A) introduces image processing, feature extraction, object detection, pattern recognition, machine learning for images, deep learning vision models, segmentation, tracking, and AI-based visual intelligence systems. This subject is widely used in autonomous vehicles, healthcare AI, robotics, and smart surveillance systems. Explore Computer Vision notes, important questions, VTU study material, and previous year papers on VTU Zone.

BRMK557MCQ2 cr
RM& IPR

Research Methodology and Intellectual Property Rights (BRMK557) covers research process, data collection methods, hypothesis testing, technical paper writing, patents, copyrights, trademarks, industrial design rights, and intellectual property law concepts. This subject helps engineering students understand innovation, research practices, and legal protection of inventions. Find RM & IPR notes, MCQs, important questions, and VTU exam resources on VTU Zone.

BESK508MCQ2 cr
Environmental Studies

Environmental Studies (BESK508) focuses on ecosystems, biodiversity, pollution control, natural resources, climate change, environmental sustainability, conservation methods, renewable energy, and environmental impact awareness. This subject builds responsible engineering thinking toward sustainable development and ecological protection. Access Environmental Studies notes, MCQs, important questions, and VTU preparation resources on VTU Zone.