B. Tech. in Computer Science & Engineering – Full Stack Development

Third Semester

• Discrete Mathematics
• Data Structures and Algorithms
• Programming in Java
• Digital Principles and Computer Organization
• Open Elective L 1
• Analytical Skills
• Verbal Ability
• Product Design and Realization
• Social Internship
• Data Analytics in Power BI
• Influencing People
• Activity Points- III

Fourth Semester

• Probability Theory and Statistical Inference
• Advanced Python Programming
• Data Communication and Computer Networks
• Database Management System
• Minor Elective – I
• Open Elective L II
• Solving for Bharath
• Critical Thinking
• Successful Negotiation: Essential Strategies and Skills
• Story Telling & Influencing-Communicate with Impact
• Activity Points – IV

Fifth Semester

• Numerical Methods and Statistical Techniques
• Operating Systems
• Theory of Computation
• Back-end Technologies
• Minor Elective - II
• Design Project – I
• Soft Skills
• Decision-Making: Blending Art & Science
• Build personal resilience
• Activity Points – V

Sixth Semester

• Compiler Design
• Software Engineering and Agile Development
• Advanced Database Technology
• Minor Elective - III
• Minor Elective - IV
• Industry Certification
• Design Project – II
• Soft Skills
• Aptitude
• Verbal Ability
• Activity Points – VI

Seventh Semester

• Cryptography and Network Security
• Minor Elective – V
• Minor Elective - VI
• Open Elective I
• Professional Ethics
• Capstone Project – I
• Internship

Eighth Semester

• Disaster Management
• Indian Knowledge System
• Environmental Science
• Open Elective II
• Legal Awareness and IPR
• Capstone Project – II

Open Elective L 1

• French Language - I
• German Language - I
• Hindi Language - I
• Kannada Nudi - I
• Kannada Language- I
• Spanish Language - I

Open Elective L2

• French Language - II
• German Language - II
• Hindi Language - II
• Kannada Nudi - II
• Kannada Language- II
• Spanish Language - II

Minor - Aeronautics

• Heat and Mass Transfer
• Control System Engineering
• Aircraft Stability and Control
• Aircraft Navigation and Guidance
• Aircraft Design
• Computational Fluid
• Dynamics

Minor - Astronautics

• Heat and Mass Transfer
• Control System Engineering
• Spacecraft Stability and Control
• Spacecraft Navigation and Guidance
• Spacecraft Design
• Spacecraft Instrumentation and Systems

Minor – Unmanned Aeriel Vehicle

• Introduction to Drone Technology
• Control System Engineering
• Electronics and Embedded Systems
• Digital Image Processing
• Regulatory Compliance and Safety for UAV’s
• Flight Dynamics and Control

Minor – Avionics

• Introduction to Avionics
• Control System Engineering
• Digital Signal Processing
• Aircraft Navigation Systems
• Radar Technology
• Avionics System Design

Minor - Geoenvironmental & Infrastructure Engineering

• Air Pollution and control
• Advanced Concrete Technology
• Construction Project Management
• Ground Improvement Techniques
• Remote Sensing and GIS
• Geoenvironmental Engineering

Minor: Structural Engineering

• Introduction to Building Information Modeling
• Computer Aided Building Planning & Drawing
• Design of Pre-stressed Concrete Structures
• Remote Sensing and GIS
• Machine Learning for Civil Engineering Applications
• Introduction to Finite Element method

Minor: Nature Based Solution

• Natural intelligence: Introduction to Nature based solutions.
• Back to roots: Designing Tomorrow’s Urban Ecosystems
• Sponge cities: Water & Climate Resilience
• Soil to Spoon: Urban Soils and Food Systems
• Breathing Space: Nature, Wellbeing & Public Life
• EcoCraft: Tech, Design, and Innovation for NBS

Minor: Sustainable Technology

• Sustainable cities
• Green Circuits: IoT and Sensing for Smart Environments
• Renew the Grid: Renewable Energy & Urban Power Solutions
• Waste into Wealth: E-Waste & Sustainable Materials
• Design for Earth: Biomimicry & Regenerative Innovation
• The Last Mile: Community-Driven Sustainability Tech

Minor: Smart Systems

• Smart System Design and Applications
• Introduction to Industry 4.0 and IIoT
• Neural Networks and Deep Learning
• IoT Programming
• Real Time Operating System
• Federated Learning

Minor: Game Development

• Game Development Fundamentals
• Computer Graphics
• Programming using C# with Unity
• Human-Computer Interaction
• Augmented and Virtual Reality
• Mobile Game Development

Minor: Business Systems

• Business Information Systems
• Data Mining and Data Warehousing
• Data Analytics
• Neural Networks and Deep Learning
• Business Analytics
• Financial Analytics

Minor: Quantum Computing

• Foundations of Quantum Science
• Fundamentals of Quantum Computing
• Quantum Hardware and Error Correction
• Quantum Deep Learning Algorithms
• Quantum Communication
• Quantum Cryptography and Security

Minor: Data Science

• Foundations of Data Science
• Data Mining and Data Warehousing
• Neural Networks and Deep Learning
• Natural Language Processing
• Big Data Analytics
• Generative AI

Minor: Software Product Development

• Web Technologies
• Full Stack Development
• DevOps
• Mobile Application Development
• Neural Networks and Deep Learning
• Software Testing and Quality

Minor: Artificial Intelligence & Futuristic Technologies

• Augmented and Virtual Reality
• Cloud Technologies
• Data Mining and Data Warehousing
• Neural Networks and Deep Learning
• Blockchain Technologies
• Generative AI

Minor: Artificial Intelligence & Machine Learning

• Foundations of Data Science / Artificial Intelligence
• Data Mining and Data Warehousing / Expert Systems
• Neural Networks and Deep Learning / Soft Computing
• Reinforcement Learning / Machine Learning
• Generative AI / Computer Vision
• Optimization Techniques / Human-Computer Interaction

Minor: Cyber Security

• Foundations of Cyber Security
• Ethical Hacking / Cyber Forensics
• Penetration Testing and Vulnerability Assessment / Network Défense
• Threat Analysis and Reverse Engineering
• Cyber Forensics
• Security Orchestration and Automation / Cyber Laws, Secure Governance, and Business Continuity

Minor: iOS Application Development

• Foundations of Swift Programming
• Fundamentals of Swift Programming Storyboard 
• Swift Data Collection - I
• UI/UX Design for iOS
• Swift Data Collection - II
• iOS Application Security and Privacy 

Minor – Data Engineering

• Exploratory Data Analysis
• Data Modeling with NoSQL Database
• Data Warehousing and Data Mining
• Spark for Data Science
• Business Analytics
• Data Visualization and Storytelling

Minor – Full Stack Development

• Web Technologies and Client Side Scripting / Web Development using HTML, CSS & JS
• Advanced JavaScript for Frontend Development/ Front-end Technologies
• Server-Side Scripting with JavaScript/ REST API Integration
• Development with .NET Framework/ DevOps
• Java Full Stack Development/ Cloud Computing
• DevOps with Continuous Integration / Deployment / Web Security

Minor – Cloud Computing

• Principles of Cloud Computing
• Virtualization and Containerization/ Cloud Application Development and Deployment
• Cloud Security and Compliance / Micro Services Architecture and Implementation
• DevOps and Cloud Automation/ Serverless Computing
• Enterprise DevOps with Performance Optimization/ Cloud Security and Compliance
• Serverless Computing and Edge Computing/ Rapid Development using AI

Minor –Natural Language Processing and Text Analytics Systems

• Advanced Python Programming
• Text Preprocessing and Feature Extraction
• Deep Learning for NLP
• Language Models (GPT, BERT)
• Speech Recognition and Generation
• Information Retrieval and Text Mining

Minor –Computer Vision and Image Analysis

• Advanced Python Programming
• Computer Vision
• Image Segmentation
• Object Detection and Tracking
• 3D Vision and Reconstruction
• AI in Video Analysis and Motion Detection

Minor –AI in Autonomous Systems

• Advanced Python Programming
• Reinforcement Learning for Robotics
• AI for Autonomous Systems
• Navigation and Path Planning
• Robot Perception and Control
• AI in Self-Driving Cars

Minor – Blockchain Technologies

• Blockchain and Distributed Ledger Technologies
• Gen AI using Watson X
• Blockchain as a Service
• Cryptocurrency and Digital Assets
• Identity Access Management
• Blockchain Developer

Minor: Internet of Things

• Introduction to IoT (IBM)
• IoT Protocols and Communication
• Wireless Sensor Networks
• Cloud Computing for IoT
• IoT Security and Privacy
• Data Analytics for IoT

Minor – DevOps

• DevOps
• Automation and Scripting for DevOps
• MLOps
• Container with Docker and Kubernetes.
• AI Driven Test
• DevSecOps

Minor – Immersive Technology

• Game Development with Unity and C#
• Augmented Reality Development
• Virtual Reality Interaction
• 3D Modelling and Animation with Blender
• Unity Game Optimization
• Metaverse Technologies

Minor – Advanced AI and Blockchain

• Advanced Python Programming
• Generative AI Models
• AI Ethics and Legal Considerations
• Pattern Recognition
• AI for Cybersecurity
• Blockchain and Distributed Systems

Minor – AI for Healthcare and Life Sciences

• Advanced Python Programming
• AI in Medical Imaging
• Data Science for Healthcare
• Natural Language Processing for Healthcare
• Predictive Analytics for Patient Care
• AI for Drug Discovery and Personalized Medicine

Minor – AI for Robotics and Automation

• Advanced Python Programming
• Robotics Vision Systems
• AI for Autonomous Systems
• Reinforcement Learning for Robotics
• Robot Perception and Control
• Human-Robot Interaction

Minor – Cybersecurity and Privacy in AI

• Advanced Python Programming
• Intrusion Detection Systems
• Cryptography and Blockchain for Security
• Privacy- Preserving Machine Learning
• AI for Cybersecurity
• Ethical Hacking and Penetration Testing

Minor: Data Analytics

• Software foundation course-basics
• Business Intelligence using Cognos
• Data Visualization using R, Python and Watson Studio
• IBM CE - Predictive Modelling using SPSS Modeler
• IBM CE - Text Analytics
• Generative AI using WatsonX

Minor: Embedded Systems and IoT

• Proteus-Based Sensor Applications
• Embedded System Design
• Embedded C
• Real Time Operating Systems
• Embedded Hardware Security
• Intelligent Systems

Minor: Next Generation Wireless Systems

• Advanced Digital Communications
• Wireless Sensor Network
• Modern Wireless Communications
• Next Generation Wireless Communications
• Optical Wireless Communications for Beyond 5G Networks and IoT
• Autonomous Connected Vehicles

Minor: Semiconductor Technology

• CMOS VLSI Design
• HDL for IC Design
• SoC Verification and Testing
• Mixed Signal VLSI Design
• Design optimization using AI-ML
• Semiconductor Packaging and Manufacturing

Minor: Bio Medical Engineering

• Biomedical Instrumentation
• Biomedical Signal Processing
• Smart Healthcare Systems
• Medical Image Processing
• Smart Medical Wearables
• Medical Machine Learning

Minor: Automotive Electronics

• Advanced Communication Systems
• Automotive Systems Engineering and Safety
• Software Defined Vehicles
• Connected Vehicles and Security
• Perception and Control for Autonomous Driving
• Sensing for Autonomous Vehicles

Minor– Electric Vehicle Technology

• Electric Vehicle Architecture
• Battery Management System
• Smart Sensors and Actuators
• EV Design and Control
• EV Charging System
• AI and Machine Learning for Autonomous Electric Vehicles

Minor– Energy management and Audit

• Fundamentals of Energy Management
• Energy Audit and Assessment Technique
• Energy-Efficient Technologies and Smart Systems
• Energy Economics and Financial Analysis
• Legal, Policy, and Regulatory Framework
• Renewable Energy and Sustainable Energy Planning

Minor – Smart Grid and E-Mobility

• Fundamentals of Smart Grid and E-mobility
• Hybrid Electric Vehicle with Grid Integration
• Energy storage Technology
• Smart grid operation using SCADA system
• Smart Grid Network Security and AI enabled Power Distribution
• Charging Infrastructure, Policy and Sustainability for Evs

Minor – Green Technology

• Introduction to Green Technology and Sustainability
• Renewable Energy Systems and Storage
• Hydrogen Energy- Generation, Storage and Utilization
• Green Building Design and Energy Efficiency
• AI in Green Technology
• Green Transportation and Low-Carbon Mobility

Minor - Robotics and Automation

• Kinematics and Dynamics of Robotics
• Robot Operating System
• Mobile Robots
• Application of AI in Robotics and Automation
• Robotic Drives and Actuators
• Soft Robots

Minor - Smart Manufacturing Technology

• Digital Manufacturing and Rapid Prototyping
• Smart Materials and Structures
• Big Data Analytics in Manufacturing
• Product Design, Development and Life Cycle Management
• Industrial Automation and Control
• Digital Twin and Biomimicry in Manufacturing

Minor - Performing Arts and Creative Technologies

• Foundations of Performing Arts
• Acting, Movement, and Performance Technology
• Music and AI: Sounds of the Future
• Dance, Choreography, and Motion AI
• Storytelling in the Age of AI
• Performance Production and Digital Stagecraft

Minor - Entrepreneurship

• Foundations of Entrepreneurship
• Design Thinking and Innovation
• Business Models and Startup Strategy
• Entrepreneurial Finance and Fundraising
• Marketing, Branding & Digital Growth
• Legal, IP & Startup Operations