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B-TECH in Computer Science Engineering at Aryabhatta Group of Institutes

Aryabhatta Group of Institutes, established in 2009 in Barnala, Punjab, is a premier multi-disciplinary educational group. Approved by AICTE, NCTE, and affiliated with multiple state universities including IKGPTU, it offers diverse programs in engineering, management, education, and pharmacy, fostering holistic development on its expansive campus.

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Barnala, Punjab

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About the Specialization

What is Computer Science & Engineering at Aryabhatta Group of Institutes Barnala?

This Computer Science & Engineering program at Aryabhatta Group of Institutes focuses on equipping students with robust theoretical knowledge and practical skills for the evolving IT industry. The curriculum, aligned with IKGPTU, emphasizes core computing concepts, programming, data structures, algorithms, and advanced areas like AI, ML, and Cloud Computing. It aims to prepare graduates for the high demand in India''''s booming digital economy.

Who Should Apply?

This program is ideal for ambitious 10+2 science graduates with a strong aptitude for problem-solving and logical thinking, aspiring to build a career in technology. It also suits those seeking to contribute to India''''s digital transformation, from software development to data science. Basic programming knowledge or a keen interest in computing fundamentals is beneficial.

Why Choose This Course?

Graduates of this program can expect diverse career paths in India, including Software Developer, Data Scientist, Cybersecurity Analyst, Cloud Engineer, and AI/ML Engineer. Entry-level salaries typically range from INR 3-6 LPA, growing significantly with experience. The program aligns with industry certifications, fostering continuous professional growth in Indian companies and startups.

Student Success Practices

Foundation Stage

Master Programming Fundamentals- (Semester 1-2)

Dedicate time to thoroughly understand C/C++ programming concepts and data structures. Practice extensively by solving at least 3-4 coding problems daily on online platforms to build a strong logical base.

Tools & Resources

GeeksforGeeks, HackerRank, CodeChef, NPTEL videos

Career Connection

Strong programming fundamentals are the bedrock for any CSE role, crucial for cracking technical interviews and developing efficient software solutions in Indian tech companies.

Engage Actively in Labs and Workshops- (Semester 1-2)

Utilize lab sessions to gain hands-on experience with engineering graphics, basic electrical circuits, and workshop practices. Participate enthusiastically in the ''''Workshop Manufacturing Practices'''' to understand core engineering principles.

Tools & Resources

Lab manuals, Simulation software (e.g., TinkerCAD), Workshop equipment

Career Connection

Practical skills gained here provide a holistic engineering perspective, valued by companies requiring interdisciplinary knowledge, especially in hardware-software integration roles or product development.

Form Study Groups for Conceptual Clarity- (Semester 1-2)

Collaborate with peers to discuss challenging mathematical and scientific concepts. Teaching others helps solidify your own understanding and prepares you for collaborative work environments common in Indian IT firms.

Tools & Resources

Whiteboards, Online collaboration tools, Textbooks

Career Connection

Develops teamwork and communication skills, essential for working in project teams, and fosters a deeper understanding of core subjects critical for higher-level courses and technical roles.

Intermediate Stage

Build a Portfolio of Mini-Projects- (Semester 3-5)

Apply concepts from Operating Systems, DBMS, and OOP to develop small, functional projects. Aim for 2-3 projects that showcase your skills in areas like web development, database applications, or system utilities.

Tools & Resources

GitHub, Visual Studio Code, MySQL/PostgreSQL, Java/Python frameworks

Career Connection

A strong project portfolio is vital for placements in India, demonstrating practical application of knowledge to recruiters and distinguishing candidates from their peers.

Participate in Coding Competitions & Hackathons- (Semester 3-5)

Actively take part in intra-college and national-level coding competitions and hackathons. This sharpens problem-solving abilities under pressure and exposes you to real-world challenges and networking opportunities.

Tools & Resources

Codeforces, LeetCode, Major League Hacking (MLH) events, College tech fests

Career Connection

Excelling in competitions catches the eye of top Indian tech companies, often leading to direct interview opportunities or coveted internships, enhancing your employability significantly.

Seek Early Industry Exposure through Internships- (Semester 3-5)

Proactively search for short-term internships, even unpaid ones, during summer breaks. Focus on startups or smaller firms if larger ones are competitive, to gain practical experience in areas like software development, data analytics or network administration.

Tools & Resources

Internshala, LinkedIn, College placement cell

Career Connection

Internships are invaluable for understanding corporate culture, building a professional network, and often convert into pre-placement offers, accelerating career entry into the Indian IT sector.

Advanced Stage

Specialize and Certify in Emerging Technologies- (Semester 6-8)

Choose professional electives wisely (AI, Cloud, Cybersecurity) and pursue certifications relevant to your chosen specialization. This demonstrates expertise and commitment to potential employers in India''''s niche tech markets.

Tools & Resources

Coursera, Udemy, AWS/Azure certifications, Google Cloud Certifications

Career Connection

Specialized skills and certifications significantly boost your resume, making you a preferred candidate for high-demand roles in AI/ML, Cloud Engineering, or Cyber Security in India, often commanding better packages.

Undertake Impactful Final Year Projects- (Semester 7-8)

Collaborate on a substantial final year project that solves a real-world problem or innovates in a specific domain. Focus on comprehensive design, implementation, and rigorous testing, preparing a strong thesis/report.

Tools & Resources

Jira/Trello, GitLab/Bitbucket, Advanced development environments

Career Connection

A well-executed final year project is a powerful talking point in job interviews and can lead to entrepreneurship opportunities or direct entry into R&D roles within Indian tech giants or research labs.

Intensive Placement Preparation and Networking- (Semester 7-8)

Begin placement preparation early by revising core CS subjects, practicing aptitude tests, and mock interviews. Actively network with alumni and industry professionals through seminars and online platforms.

Tools & Resources

Placement cell resources, Glassdoor, LinkedIn, Mock interview platforms

Career Connection

Systematic preparation and a strong professional network significantly increase your chances of securing desirable placements in top Indian and MNC companies, ensuring a successful career launch.

Program Structure and Curriculum

Eligibility:

  • 10+2 with Physics, Chemistry, and Mathematics (PCM) as compulsory subjects, with a minimum aggregate percentage (typically 45-50%) in these subjects as per IKGPTU and institution norms.

Duration: 8 semesters / 4 years

Credits: 152 Credits

Assessment: Internal: 40% (for theory courses), 60% (for practical/lab courses), External: 60% (for theory courses), 40% (for practical/lab courses)

Semester-wise Curriculum Table

Semester 1

Subject CodeSubject NameSubject TypeCreditsKey Topics
BTCS-101-22Engineering Graphics & DesignCore2Introduction to Engineering Graphics, Orthographic Projections, Isometric Projections, Sectional Views, AutoCAD Basics
BTAM-101-22Calculus and Linear AlgebraCore4Matrices and Linear Systems, Differential Calculus, Multivariable Calculus, Partial Differentiation, Sequences and Series
BTPH-101-22Engineering PhysicsCore (Choice-based)4Optics and Quantum Mechanics, Solid State Physics and Lasers, Electromagnetism, Fiber Optics and Superconductivity, Material Science
BTPC-101-22Engineering ChemistryCore (Choice-based)4Water Technology and Analysis, Fuels and Combustion, Polymer Chemistry, Corrosion and its Control, Electrochemistry and Batteries
BTPH-102-22Engineering Physics LabLab (Choice-based)1Experiments on Optics and Lasers, Semiconductor Device Characteristics, Measurements of Physical Constants, Viscosity and Surface Tension, Electrical and Magnetic Properties
BTPC-102-22Engineering Chemistry LabLab (Choice-based)1Water Hardness Determination, Fuel Analysis and Calorimetry, Synthesis of Polymers, Corrosion Rate Measurement, Electrochemical Cells
BTCS-102-22Programming for Problem SolvingCore3Introduction to Programming Fundamentals, Control Structures and Functions, Arrays and Pointers, Structures and Unions, File Handling
BTCS-103-22Programming for Problem Solving LabLab2C Programming exercises, Conditional Statements and Loops, Function Calls and Recursion, Array and String Manipulation, File Operations
BTCS-104-22Workshop Manufacturing PracticesCore3Workshop Safety and Tools, Carpentry and Fitting, Welding and Sheet Metal, Machining Processes, Foundry Practices
BTID-101-22NSS/NCC/NSO/Yoga/Value EducationAudit (with credits)1Community Service Initiatives, Physical Fitness and Sports, Personal Development and Ethics, Yoga and Wellness, Moral and Social Values

Semester 2

Subject CodeSubject NameSubject TypeCreditsKey Topics
BTCS-201-22Basic Electrical EngineeringCore4DC Circuits and Network Theorems, AC Fundamentals and Circuits, Three-Phase Systems, Transformers and Induction Motors, Electrical Power Systems
BTCS-202-22Basic Electrical Engineering LabLab1Ohm''''s Law and Kirchhoff''''s Laws, AC Circuit Analysis Experiments, Transformer Characteristics, DC Motor Speed Control, House Wiring Practices
BTHU-201-22English Communication SkillsCore2Grammar and Vocabulary Building, Reading Comprehension Strategies, Effective Written Communication, Listening Skills and Note-taking, Public Speaking Basics
BTHU-202-22English Communication Skills LabLab1Group Discussions and Debates, Presentations and Public Speaking, Interview Skills Practice, Role Plays and Situational Dialogues, Audio-Visual Aids for Communication
BTPH-101-22Engineering PhysicsCore (Choice-based, other choice from Sem 1)4Optics and Quantum Mechanics, Solid State Physics and Lasers, Electromagnetism, Fiber Optics and Superconductivity, Material Science
BTPC-101-22Engineering ChemistryCore (Choice-based, other choice from Sem 1)4Water Technology and Analysis, Fuels and Combustion, Polymer Chemistry, Corrosion and its Control, Electrochemistry and Batteries
BTPH-102-22Engineering Physics LabLab (Choice-based, other choice from Sem 1)1Experiments on Optics and Lasers, Semiconductor Device Characteristics, Measurements of Physical Constants, Viscosity and Surface Tension, Electrical and Magnetic Properties
BTPC-102-22Engineering Chemistry LabLab (Choice-based, other choice from Sem 1)1Water Hardness Determination, Fuel Analysis and Calorimetry, Synthesis of Polymers, Corrosion Rate Measurement, Electrochemical Cells
BTAM-201-22Discrete MathematicsCore4Set Theory and Logic, Relations and Functions, Graph Theory, Combinatorics and Probability, Algebraic Structures
BTCS-203-22Data StructuresCore3Arrays and Linked Lists, Stacks and Queues, Trees and Binary Search Trees, Graphs and Graph Traversal, Searching and Sorting Algorithms
BTCS-204-22Data Structures LabLab2Implementation of Linked Lists, Stack and Queue Operations, Tree Traversal Algorithms, Graph Algorithms, Sorting and Searching using various data structures
BTID-201-22NSS/NCC/NSO/Yoga/Value EducationAudit (with credits)1Community Service Initiatives, Physical Fitness and Sports, Personal Development and Ethics, Yoga and Wellness, Moral and Social Values

Semester 3

Subject CodeSubject NameSubject TypeCreditsKey Topics
BTAM-301-22Probability and StatisticsCore4Probability Theory and Axioms, Random Variables and Distributions, Statistical Inference and Hypothesis Testing, Correlation and Regression Analysis, Sampling Distributions
BTCS-301-22Computer Organization & ArchitectureCore3Digital Logic and Registers, Central Processing Unit (CPU) Organization, Memory System Hierarchy, Input/Output Organization, Pipelining and Parallel Processing
BTCS-302-22Digital ElectronicsCore3Boolean Algebra and Logic Gates, Combinational Logic Circuits, Sequential Logic Circuits (Flip-Flops), Registers and Counters, Memory and Programmable Logic
BTCS-303-22Operating SystemsCore3Process Management and Scheduling, Memory Management Techniques, Virtual Memory and Paging, File Systems and I/O Management, Deadlocks and Concurrency Control
BTCS-304-22Object Oriented ProgrammingCore3Classes, Objects and Encapsulation, Inheritance and Polymorphism, Abstraction and Interfaces, Exception Handling, Generics and Collections
BTCS-305-22Digital Electronics LabLab1Verification of Logic Gates, Design of Combinational Circuits, Implementation of Flip-Flops, Counter and Register Design, Adder/Subtractor Circuits
BTCS-306-22Operating Systems LabLab1Linux/Unix Commands and Shell Scripting, Process Creation and Management, Inter-Process Communication, CPU Scheduling Algorithms, Memory Allocation Techniques
BTCS-307-22Object Oriented Programming LabLab1Object and Class implementation in C++/Java, Inheritance and Method Overriding, Polymorphism and Virtual Functions, Exception Handling Mechanisms, File I/O and GUI Programming
BTID-301-22Environmental SciencesAudit0Ecosystems and Biodiversity, Environmental Pollution Control, Natural Resources Management, Climate Change and Global Warming, Sustainable Development Practices
BTID-302-22Constitution of IndiaAudit0Preamble and Fundamental Rights, Directive Principles of State Policy, Union and State Government Structure, Indian Judiciary System, Constitutional Amendments
BTCS-308-22InternshipProject1Practical Industry Exposure, Application of Theoretical Knowledge, Report Writing and Presentation, Problem Solving in Real-world Scenarios, Professional Networking

Semester 4

Subject CodeSubject NameSubject TypeCreditsKey Topics
BTHU-401-22Universal Human ValuesCore3Understanding Human Values, Harmony in the Family and Society, Co-existence with Nature, Professional Ethics and Conduct, Holistic Development
BTCS-401-22Software EngineeringCore3Software Development Life Cycle Models, Requirements Engineering and Analysis, Software Design Principles, Software Testing and Quality Assurance, Software Project Management
BTCS-402-22Design and Analysis of AlgorithmsCore3Algorithm Analysis and Complexity, Divide and Conquer Algorithms, Dynamic Programming, Greedy Algorithms, Graph Algorithms and NP-Completeness
BTCS-403-22Database Management SystemsCore3Relational Database Model, SQL Queries and Operations, Entity-Relationship (ER) Modeling, Normalization and Denormalization, Transaction Management and Concurrency Control
BTCS-404-22Microprocessor and InterfacingCore38086 Microprocessor Architecture, Assembly Language Programming, Memory Interfacing, Input/Output Interfacing, Interrupts and DMA
BTCS-405-22Software Engineering LabLab1UML Diagrams for System Design, Software Requirement Specification (SRS) Documentation, Software Testing Techniques, Version Control Systems, Agile Development Practices
BTCS-406-22Design and Analysis of Algorithms LabLab1Implementation of Sorting Algorithms, Graph Traversal Algorithms (BFS, DFS), Dynamic Programming Solutions, Greedy Algorithm Implementations, Divide and Conquer Strategies
BTCS-407-22Database Management Systems LabLab1SQL DDL and DML Commands, Database Design and ER Diagrams, Normalization and Joins, Trigger and Stored Procedures, Database Connectivity (JDBC/ODBC)
BTCS-408-22Microprocessor and Interfacing LabLab18086 Assembly Language Programming, Interfacing with Peripherals (8255, 8259), Timer/Counter Programming, Interrupt Handling, DAC/ADC Interfacing
BTCS-409-22Industrial Training cum Skill DevelopmentProject1Practical Skill Enhancement, Exposure to Industry Tools and Technologies, Mini Project Development, Technical Report Writing, Presentation Skills

Semester 5

Subject CodeSubject NameSubject TypeCreditsKey Topics
BTCS-501-22Formal Languages and Automata TheoryCore3Finite Automata and Regular Expressions, Context-Free Grammars and Languages, Pushdown Automata, Turing Machines and Computability, Chomsky Hierarchy
BTCS-502-22Computer NetworksCore3Network Topologies and Models (OSI, TCP/IP), Data Link Layer Protocols, Network Layer Protocols (IP, Routing), Transport Layer (TCP, UDP), Application Layer Protocols (HTTP, DNS, FTP)
BTCS-503-22Compiler DesignCore3Lexical Analysis and Tokens, Syntax Analysis (Parsing), Semantic Analysis, Intermediate Code Generation, Code Optimization and Generation
BTCS-504-22Professional Elective-I: Machine LearningElective3Introduction to Machine Learning, Supervised Learning Algorithms, Unsupervised Learning Algorithms, Reinforcement Learning Basics, Neural Networks and Deep Learning Concepts
BTCS-505-22Professional Elective-I: Internet of ThingsElective3IoT Architecture and Paradigms, Sensors, Actuators and Devices, IoT Communication Protocols, IoT Data Analytics, IoT Security and Privacy
BTCS-506-22Professional Elective-I: Data AnalyticsElective3Data Collection and Preprocessing, Exploratory Data Analysis, Statistical Methods for Data Analysis, Data Visualization Techniques, Introduction to Predictive Modeling
OpenElective-IOpen Elective-I (Other Branches)Elective3Interdisciplinary subject principles, Fundamentals of chosen field, Applications in relevant industry, Basic concepts and theories, Case studies and societal impact
BTCS-507-22Computer Networks LabLab1Network Configuration Commands, Socket Programming (TCP/UDP), Network Protocol Simulation Tools, Packet Analysis using Wireshark, Router and Switch Configuration
BTCS-508-22Compiler Design LabLab1Implementation of Lexical Analyzer, Parsing Techniques (Recursive Descent, LL(1)), Syntax Tree Generation, Symbol Table Management, Intermediate Code Generation
BTCS-509-22Minor ProjectProject2Problem Identification and Scope Definition, System Design and Architecture, Implementation and Module Integration, Testing and Debugging, Project Report and Presentation
BTCS-510-22Professional Elective-I LabLab1Programming with ML Libraries (Python), IoT Device Interfacing and Programming, Data Analysis with R/Python, Model Training and Evaluation, Cloud Platform Integration for IoT/Data

Semester 6

Subject CodeSubject NameSubject TypeCreditsKey Topics
BTCS-601-22Artificial IntelligenceCore3Introduction to AI Agents, Search Algorithms (informed/uninformed), Knowledge Representation and Reasoning, Machine Learning Fundamentals, Natural Language Processing basics
BTCS-602-22Cloud ComputingCore3Cloud Computing Models (IaaS, PaaS, SaaS), Virtualization Technologies, Cloud Deployment Models, Cloud Security Challenges, Cloud Services and Providers
BTCS-603-22Cryptography and Network SecurityCore3Symmetric Key Cryptography, Asymmetric Key Cryptography, Hash Functions and Digital Signatures, Network Security Protocols (SSL/TLS, IPsec), Firewalls and Intrusion Detection Systems
BTCS-604-22Professional Elective-III: Big Data TechnologiesElective3Introduction to Big Data, Hadoop Ecosystem (HDFS, MapReduce), Apache Spark for Data Processing, NoSQL Databases, Big Data Analytics and Visualization
BTCS-605-22Professional Elective-III: Digital Image ProcessingElective3Digital Image Fundamentals, Image Enhancement Techniques, Image Restoration and Filtering, Image Segmentation, Feature Extraction and Representation
BTCS-606-22Professional Elective-III: Human Computer InteractionElective3Fundamentals of HCI, User Interface Design Principles, Usability Evaluation Methods, Interaction Paradigms, User-Centered Design Process
OpenElective-IIOpen Elective-II (Other Branches)Elective3Interdisciplinary concepts, Applications in diverse fields, Management and entrepreneurship principles, Social impact of technology, Global trends and innovations
BTCS-607-22Artificial Intelligence LabLab1Python Programming for AI, Implementation of Search Algorithms, Prolog for Knowledge Representation, Mini-projects on AI applications, Using AI libraries (e.g., scikit-learn)
BTCS-608-22Cloud Computing LabLab1Working with AWS/Azure/GCP Console, Virtual Machine Deployment and Management, Cloud Storage Solutions, Containerization with Docker, Serverless Computing Concepts
BTCS-609-22Cryptography and Network Security LabLab1Implementation of Encryption Algorithms, Network Scanning and Vulnerability Assessment, Firewall Rule Configuration, Digital Signature Implementation, Intrusion Detection System Tools
BTCS-610-22Industrial Training (4-6 weeks)Industrial Training2Real-world Project Experience, Industry Best Practices, Teamwork and Communication Skills, Technical Documentation, Professional Development
BTCS-611-22Professional Elective-III LabLab1Hadoop and MapReduce Programming, Spark Data Processing, Image Processing with OpenCV, UI/UX Design Tools (Figma/Adobe XD), Big Data Visualization

Semester 7

Subject CodeSubject NameSubject TypeCreditsKey Topics
BTCS-702-22Professional Elective-V: Software Defined Networks (SDN)Elective3SDN Architecture and Components, OpenFlow Protocol, Network Virtualization, SDN Controllers and Data Plane, Network Function Virtualization (NFV)
BTCS-703-22Professional Elective-V: Natural Language Processing (NLP)Elective3Text Preprocessing and Tokenization, Part-of-Speech Tagging, Sentiment Analysis, Machine Translation Fundamentals, Text Generation Techniques
BTCS-704-22Professional Elective-V: Adhoc and Sensor NetworksElective3MANET Routing Protocols, Wireless Sensor Network Architecture, MAC Protocols for WSNs, Localization and Time Synchronization, Security in Adhoc and Sensor Networks
BTCS-706-22Professional Elective-VI: Data Warehousing and Data MiningElective3Data Warehousing Concepts and Architecture, OLAP Operations, Data Mining Techniques, Association Rule Mining, Clustering and Classification Algorithms
BTCS-707-22Professional Elective-VI: Information RetrievalElective3Information Retrieval Models, Indexing and Term Weighting, Query Processing and Ranking, Web Search Engines, Text Classification and Clustering
BTCS-708-22Professional Elective-VI: Mobile ComputingElective3Mobile Communication Technologies, Wireless LAN and Mobile IP, Mobile Operating Systems (Android/iOS), Mobile Application Development, Mobile Security Issues
OpenElective-IIIOpen Elective-III (Other Branches)Elective3Advanced interdisciplinary studies, Emerging technologies and their impact, Entrepreneurial thinking, Global business environments, Ethics in technology and society
BTCS-710-22Professional Elective-V LabLab1SDN Controller Configuration, OpenFlow Switch Programming, NLP Toolkit Usage (NLTK/SpaCy), Sentiment Analysis Implementation, Sensor Network Simulation
BTCS-711-22Professional Elective-VI LabLab1Data Preprocessing and ETL Tools, Implementation of Clustering Algorithms, Web Crawling and Indexing, Android/iOS App Development, Mobile UI/UX Design
BTCS-712-22Project Work-IProject3In-depth Literature Review, Problem Formulation and Methodology, System Architecture Design, Prototype Development and Testing, Technical Report Preparation

Semester 8

Subject CodeSubject NameSubject TypeCreditsKey Topics
BTCS-802-22Professional Elective-VII: Deep LearningElective3Neural Network Architectures, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Deep Learning Frameworks (TensorFlow/PyTorch)
BTCS-803-22Professional Elective-VII: Blockchain TechnologyElective3Introduction to Blockchain, Cryptography in Blockchain, Consensus Mechanisms, Smart Contracts and DApps, Cryptocurrency Fundamentals
BTCS-804-22Professional Elective-VII: Quantum ComputingElective3Quantum Mechanics for Computing, Qubits and Quantum Gates, Quantum Algorithms (Shor, Grover), Quantum Error Correction, Quantum Cryptography
BTCS-806-22Professional Elective-VIII: Full Stack DevelopmentElective3Frontend Technologies (HTML, CSS, JavaScript), Backend Frameworks (Node.js, Django, Spring), Database Integration (SQL/NoSQL), RESTful API Development, Deployment and Cloud Hosting
BTCS-807-22Professional Elective-VIII: Computer GraphicsElective3Graphics Primitives and Rasterization, 2D and 3D Transformations, Viewing and Projections, Shading and Rendering Techniques, Animation and Virtual Reality Concepts
BTCS-808-22Professional Elective-VIII: Software Project ManagementElective3Software Project Planning and Estimation, Risk Management and Mitigation, Software Quality Management, Agile and Scrum Methodologies, Project Monitoring and Control
OpenElective-IVOpen Elective-IV (Other Branches)Elective3Contemporary interdisciplinary challenges, Innovation and research methodologies, Leadership and strategic management, Societal and ethical implications of technology, Global competitiveness and market trends
BTCS-810-22Professional Elective-VII LabLab1Deep Learning Model Implementation, Blockchain Smart Contract Development, Quantum Circuit Simulation, AI/ML Frameworks Practice, Decentralized Application (DApp) Building
BTCS-811-22Professional Elective-VIII LabLab1Web Application Development (Frontend/Backend), Computer Graphics Programming (OpenGL), Project Management Tool Usage, Software Quality Assurance Testing, Version Control for Collaborative Projects
BTCS-812-22Project Work-IIProject4Advanced System Development, Comprehensive Testing and Validation, Research Contribution and Analysis, Thesis Writing and Documentation, Final Project Defense and Presentation
BTCS-813-22Industrial Training Viva-VoceAudit0Discussion on Industrial Training Experience, Insights into Industry Practices, Technical Project Outcomes, Learning from Real-world Challenges, Career Preparedness Assessment
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