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B-TECH in Computer Science And Engineering at Kalasalingam Academy of Research and Education

Kalasalingam Academy of Research and Education, a premier deemed-to-be university established in 1984 in Krishnankoil, Tamil Nadu, stands as a beacon of academic excellence. Re-accredited with NAAC A++ Grade, it offers diverse undergraduate, postgraduate, and doctoral programs across 11 schools. Recognized for strong placements and a vibrant campus, it consistently ranks among India's top institutions in engineering and overall categories.

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location

Virudhunagar, Tamil Nadu

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About the Specialization

What is Computer Science and Engineering at Kalasalingam Academy of Research and Education Virudhunagar?

This B.Tech Computer Science and Engineering program at Kalasalingam Academy of Research and Education focuses on building a strong foundation in computational theories, algorithms, and cutting-edge technologies. It is meticulously designed to meet the evolving demands of the Indian IT industry, emphasizing practical skills and innovative problem-solving. The curriculum integrates core CSE concepts with emerging areas like AI, IoT, and Data Science, preparing students for dynamic roles.

Who Should Apply?

This program is ideal for ambitious fresh graduates seeking entry into the high-growth Indian IT sector, as well as students with a keen interest in programming, software development, and digital innovation. It caters to those aspiring for careers in product development, cybersecurity, data analytics, and artificial intelligence, requiring a strong aptitude for logical reasoning and mathematical problem-solving from their 10+2 background.

Why Choose This Course?

Graduates of this program can expect diverse career paths in India, including Software Developer, Data Scientist, AI Engineer, Cybersecurity Analyst, and Cloud Architect. Entry-level salaries typically range from INR 4-8 LPA, with experienced professionals earning significantly higher. The program''''s comprehensive nature aligns with industry-recognized certifications, fostering continuous growth trajectories in leading Indian and multinational technology companies.

Student Success Practices

Foundation Stage

Master Programming Fundamentals and Data Structures- (Semester 1-2)

Dedicate consistent effort to solidify core programming concepts (C, Python) and essential data structures (arrays, linked lists, trees, graphs). Solve problems daily on platforms like HackerRank and LeetCode to build logical thinking and coding proficiency.

Tools & Resources

HackerRank, LeetCode, GeeksforGeeks, Kare''''s programming labs

Career Connection

Strong fundamentals are crucial for technical interviews and form the bedrock for advanced topics like algorithm design and software development, directly impacting placement success.

Engage in Early Project Development- (Semester 1-2)

Start building small, personal projects even with basic knowledge. This could involve simple command-line tools or basic web pages. Focus on applying theoretical concepts to practical scenarios and understanding the full development lifecycle.

Tools & Resources

GitHub for version control, VS Code, Local IDEs, Online tutorials

Career Connection

Practical project experience is highly valued by Indian recruiters. It showcases initiative, problem-solving skills, and the ability to work independently, enhancing your resume significantly.

Cultivate Effective Communication and Soft Skills- (Semester 1-2)

Participate actively in communication labs, group discussions, and presentations. Join college clubs like Toastmasters or debating societies. Focus on improving English proficiency, public speaking, and teamwork as these are vital in corporate settings.

Tools & Resources

Kare''''s Professional English Lab, College communication clubs, Online courses on Coursera/edX

Career Connection

Excellent communication skills are essential for interviews, team collaboration, and client interactions, often being a differentiator during placements in India''''s service-oriented IT industry.

Intermediate Stage

Deep Dive into Specialization Tracks and Electives- (Semester 3-5)

Explore professional electives like Data Science, Cloud Computing, or Web Technology. Take online certifications or specialized courses to gain deeper knowledge and practical exposure in chosen areas, aligning with your career interests.

Tools & Resources

NPTEL courses, Coursera/Udemy certifications, AWS/Azure free tiers, Kare''''s elective offerings

Career Connection

Specialized skills make you a stronger candidate for niche roles in companies. Indian companies often seek candidates with specific expertise in emerging technologies, leading to better job opportunities.

Seek Internships and Industry Exposure- (Semester 3-5)

Actively apply for summer internships or mini-projects with local startups or established tech firms. Participate in industry workshops, hackathons, and tech competitions to gain real-world experience and network with professionals.

Tools & Resources

LinkedIn, Internshala, College placement cell, Startup India portal

Career Connection

Internships are critical for practical exposure and often convert into pre-placement offers (PPOs) in India. They provide valuable industry insights and build a professional network.

Develop a Robust Online Portfolio- (Semester 3-5)

Curate a portfolio showcasing your projects, code repositories, certifications, and academic achievements. This could be a personal website, a strong GitHub profile, or a detailed LinkedIn profile demonstrating your technical prowess.

Tools & Resources

GitHub, LinkedIn, Personal website builders (e.g., WordPress, Google Sites)

Career Connection

A well-maintained portfolio acts as a digital resume, allowing recruiters in India to quickly assess your skills and experience, greatly increasing your chances of getting shortlisted for interviews.

Advanced Stage

Intensify Placement Preparation and Mock Interviews- (Semester 6-8)

Focus on company-specific preparation for target companies, including practicing coding, aptitude tests, and behavioral questions. Participate in mock interviews conducted by the college placement cell or alumni to refine interview skills.

Tools & Resources

Placement cell resources, InterviewBit, Glassdoor, Alumni network

Career Connection

Dedicated and targeted preparation is paramount for securing placements in top-tier Indian companies. Mock interviews help in identifying weaknesses and building confidence.

Collaborate on Advanced Projects and Research- (Semester 6-8)

Engage in final year projects that tackle complex, real-world problems, potentially collaborating with faculty on research papers or contributing to open-source projects. Focus on innovative solutions and robust implementation.

Tools & Resources

Research labs in Kare, Faculty mentorship, GitHub for open-source contributions, Jupyter Notebooks

Career Connection

Advanced projects demonstrate high-level technical skills and research aptitude, which are highly regarded for R&D roles, postgraduate studies, and leadership positions in Indian tech firms.

Network Strategically and Seek Mentorship- (Semester 6-8)

Attend industry conferences, tech events, and alumni gatherings. Connect with professionals on LinkedIn and seek mentorship from seniors and industry experts. Build relationships that can provide career guidance and job referrals.

Tools & Resources

LinkedIn, Professional conferences (e.g., CSI, IEEE), Kare''''s alumni portal

Career Connection

Networking is crucial in the Indian job market for discovering hidden opportunities, gaining insights into company cultures, and securing referrals that can fast-track your career progression.

Program Structure and Curriculum

Eligibility:

  • A pass in H.Sc. (10+2) with Maths, Physics and Chemistry or equivalent.

Duration: 8 semesters / 4 years

Credits: 162 (Minimum credits to be earned) Credits

Assessment: Internal: 40% (Theory), 60% (Laboratory, Project), External: 60% (Theory), 40% (Laboratory, Project)

Semester-wise Curriculum Table

Semester 1

Subject CodeSubject NameSubject TypeCreditsKey Topics
U22GPC101Communication Skills - Professional EnglishCore3Listening Skills, Speaking Skills, Reading Skills, Writing Skills, Language Development
U22GPC102Engineering Mathematics - ICore4Matrices, Differential Calculus, Functions of Several Variables, Multiple Integrals, Vector Calculus
U22GPC103Engineering PhysicsCore3Quantum Physics, Crystal Physics, Electrical and Magnetic Properties of Materials, Nanoscience, Optical Fibers and Laser
U22GPC104Engineering ChemistryCore3Water Technology, Electrochemistry, Corrosion, Fuels and Combustion, Polymers and Composites
U22GPC105Programming for Problem SolvingCore3Problem Solving Techniques, C Fundamentals, Control Structures, Functions and Arrays, Structures, Unions and Pointers
U22GPL101Engineering Physics LabLab1Young''''s modulus, Viscosity, Band Gap, Thermal Conductivity, Specific Resistance
U22GPL102Engineering Chemistry LabLab1Water Hardness, DO content, Potentiometric Titration, Conductivity Titration, pH Metry
U22GPL103Programming for Problem Solving LabLab1Basic C programs, Conditional statements, Loops, Arrays, Functions, Pointers
U22GPL104Professional English LabLab1Listening practice, Pronunciation, Group Discussion, Presentation Skills, Interview Techniques
U22GPL105Engineering GraphicsLab2Plane Curves, Orthographic Projections, Isometric Projections, Section of Solids, Development of Surfaces

Semester 2

Subject CodeSubject NameSubject TypeCreditsKey Topics
U22GPC201Engineering Mathematics - IICore4Ordinary Differential Equations, Laplace Transforms, Vector Spaces, Fourier Series, Partial Differential Equations
U22CPC201Data StructuresCore3Introduction to Data Structures, Linear Data Structures (Arrays, Linked Lists, Stacks, Queues), Non-Linear Data Structures (Trees, Graphs), Sorting Techniques, Searching Techniques
U22GPC202Electrical & Electronics EngineeringCore3Electrical Circuits, AC Fundamentals, DC Machines, Transformers, Semiconductor Devices
U22GPC203Principles of Environmental ScienceCore3Natural Resources, Ecosystems, Environmental Pollution, Social Issues and the Environment, Human Population and the Environment
U22GPC204Constitution of IndiaCore0Preamble and Fundamental Rights, Directive Principles of State Policy, Union and State Legislature, Indian Judiciary, Emergency Provisions
U22GPL201Electrical & Electronics Engineering LabLab1Ohm''''s Law, KVL, KCL, PN Junction Diode Characteristics, Zener Diode Characteristics, Transistor (BJT) Characteristics, Rectifier Circuits
U22CPL201Data Structures LabLab1Array Operations, Linked List Implementations, Stack and Queue Operations, Tree Traversal Algorithms, Graph Traversal Algorithms
U22GPL202Engineering Practices LabLab1Carpentry and Fitting, Welding and Sheet Metal, Plumbing and House Wiring, Study of Electronic Components, Computer Hardware Assembly
U22CPC202Python ProgrammingCore3Python Fundamentals, Data Structures (Lists, Tuples, Dictionaries), Functions and Modules, File Handling, Object-Oriented Programming in Python
U22CPL202Python Programming LabLab1Basic Python programs, Conditional Statements and Loops, Functions and Modules, String and List Operations, File Input/Output

Semester 3

Subject CodeSubject NameSubject TypeCreditsKey Topics
U22GPC301Probability, Random Variables and StatisticsCore4Basic Probability Theory, Random Variables and Distributions, Two-Dimensional Random Variables, Testing of Hypothesis, Correlation and Regression
U22CPC301Digital Logic and Computer OrganizationCore4Digital Logic Circuits, Combinational Logic, Sequential Logic, Memory Organization, Central Processing Unit Organization
U22CPC302Object Oriented ProgrammingCore3OOP Concepts and Principles, Classes, Objects and Methods, Inheritance and Polymorphism, Exception Handling, Templates and Generic Programming
U22CPC303Design and Analysis of AlgorithmsCore3Algorithm Analysis Techniques, Divide and Conquer, Greedy Method, Dynamic Programming, Backtracking and Branch and Bound
U22CPL301Digital Logic and Computer Organization LabLab1Logic Gates Implementation, Combinational Circuits Design, Sequential Circuits Design, Memory Unit Simulation, ALU Design
U22CPL302Object Oriented Programming LabLab1Class and Object Implementation, Inheritance and Polymorphism Programs, Operator Overloading, Exception Handling, File Input/Output Operations
U22CPC304Database Management SystemsCore3DBMS Concepts and Architecture, Entity-Relationship Model, Relational Model and Algebra, Structured Query Language (SQL), Normalization and Transaction Management
U22CPL303Database Management Systems LabLab1DDL and DML Commands, Advanced SQL Queries (Joins, Subqueries), Views and Stored Procedures, Triggers and Functions, Database Connectivity (JDBC/ODBC)

Semester 4

Subject CodeSubject NameSubject TypeCreditsKey Topics
U22GPC401Discrete MathematicsCore4Mathematical Logic, Set Theory and Relations, Functions and Combinatorics, Algebraic Structures (Groups, Rings), Graph Theory
U22CPC401Operating SystemsCore3Operating System Structures, Process Management, CPU Scheduling and Deadlocks, Memory Management, File Systems and I/O Systems
U22CPC402Microprocessor and MicrocontrollerCore38085 Microprocessor Architecture, 8086 Microprocessor and its Interfacing, 8051 Microcontroller Architecture, Peripheral Interfacing, Assembly Language Programming
U22CPC403Theory of ComputationCore3Finite Automata and Regular Expressions, Context-Free Grammars and Languages, Pushdown Automata, Turing Machines, Undecidability
U22CPL401Operating Systems LabLab1Shell Scripting, Process Management Commands, CPU Scheduling Algorithms, Deadlock Handling, Memory Management Techniques
U22CPL402Microprocessor and Microcontroller LabLab18085/8086 Assembly Language Programming, Arithmetic and Logical Operations, Interfacing I/O Devices, Timer/Counter Programming, Interrupt Handling
U22CPC404Computer NetworksCore3Network Topologies and Layered Architectures (OSI/TCP-IP), Data Link Layer Protocols, Network Layer Protocols (IP, Routing), Transport Layer Protocols (TCP, UDP), Application Layer Protocols (HTTP, DNS, FTP)
U22CPL403Computer Networks LabLab1Network Configuration Commands, Socket Programming (TCP/UDP), Packet Sniffing, Routing Protocols Implementation, Network Performance Analysis

Semester 5

Subject CodeSubject NameSubject TypeCreditsKey Topics
U22GPC501Universal Human ValuesCore0Self-exploration and Self-awareness, Human Values and Ethics, Harmony in Relationships, Harmony in Society, Harmony in Nature/Existence
U22CPC501Software EngineeringCore3Software Process Models, Requirements Engineering, Design Engineering, Software Testing Strategies, Software Project Management
U22CPC502Artificial IntelligenceCore3Introduction to AI and Intelligent Agents, Problem-Solving through Search, Knowledge Representation and Reasoning, Machine Learning Basics, Expert Systems and Natural Language Processing
U22CPC503Compiler DesignCore3Lexical Analysis, Syntax Analysis (Parsing), Semantic Analysis, Intermediate Code Generation, Code Optimization and Code Generation
U22CPL501Software Engineering LabLab1Requirement Gathering Tools, UML Diagramming Tools, Software Testing Frameworks, Version Control Systems, Project Planning and Tracking Tools
U22CPL502Artificial Intelligence LabLab1Implementing Search Algorithms (DFS, BFS), Knowledge Representation using Prolog/Python, Simple Expert Systems, Basic Machine Learning Algorithms, NLP Libraries (NLTK, spaCy)
U22CPL503Compiler Design LabLab1Lexical Analyzer Implementation (LEX), Parser Implementation (YACC), Syntax Tree Generation, Intermediate Code Generation, Code Optimization Techniques
U22CPE Slot1Professional Elective - IElective3Students choose one subject from the Professional Electives pool.
U22OEC Slot1Open Elective - IElective3Students choose one subject from the Open Electives pool.
U22CCS501Mini Project / InternshipProject2Problem Identification, Literature Survey, Requirement Analysis, Design and Implementation, Testing and Documentation

Semester 6

Subject CodeSubject NameSubject TypeCreditsKey Topics
U22GPC601Essence of Indian Traditional KnowledgeCore0Introduction to Indian Knowledge Systems, Vedic and Post-Vedic Literature, Indian Arts and Aesthetics, Yoga and Health Care, Indian Economic and Political Thought
U22CPC601Cryptography and Network SecurityCore3Security Attacks and Services, Classical Encryption Techniques, Symmetric Key Cryptography (DES, AES), Asymmetric Key Cryptography (RSA), Network Security Applications (IPSec, SSL/TLS), Web Security and Firewalls
U22CPC602Internet of ThingsCore3IoT Architecture and Design Principles, IoT Communication Protocols (MQTT, CoAP), Sensors, Actuators and Microcontrollers, IoT Platforms and Cloud Computing for IoT, Data Analytics in IoT, IoT Security and Privacy
U22CPE Slot2Professional Elective - IIElective3Students choose one subject from the Professional Electives pool.
U22CPE Slot3Professional Elective - IIIElective3Students choose one subject from the Professional Electives pool.
U22OEC Slot2Open Elective - IIElective3Students choose one subject from the Open Electives pool.
U22CPL601Cryptography and Network Security LabLab1Symmetric Key Encryption Algorithms, Asymmetric Key Encryption Algorithms, Digital Signatures and Hashing, Intrusion Detection Systems, Firewall Configuration
U22CPL602Internet of Things LabLab1Sensor and Actuator Interfacing, IoT Gateway Setup, Cloud Platform Integration, Data Visualization in IoT, Building Simple IoT Applications

Semester 7

Subject CodeSubject NameSubject TypeCreditsKey Topics
U22CPC701Artificial Neural Networks and Deep LearningCore3Neural Network Fundamentals, Perceptron and Multi-layer Perceptron, Backpropagation Algorithm, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Deep Learning Frameworks (TensorFlow/Keras)
U22CPE Slot4Professional Elective - IVElective3Students choose one subject from the Professional Electives pool.
U22CPE Slot5Professional Elective - VElective3Students choose one subject from the Professional Electives pool.
U22OEC Slot3Open Elective - IIIElective3Students choose one subject from the Open Electives pool.
U22CPL701Artificial Neural Networks and Deep Learning LabLab1Implementing Perceptron and MLP, Building CNN Models for Image Classification, Implementing RNN/LSTMs for Sequence Data, Working with TensorFlow/Keras, Transfer Learning
U22CCS701Project Phase - IProject3Problem Identification and Formulation, Extensive Literature Survey, Detailed Requirement Analysis, System Design and Architecture, Feasibility Study and Project Planning

Semester 8

Subject CodeSubject NameSubject TypeCreditsKey Topics
U22CPE Slot6Professional Elective - VIElective3Students choose one subject from the Professional Electives pool.
U22CCS801Project Phase - IIProject6System Implementation and Development, Comprehensive Testing and Debugging, Performance Evaluation and Optimization, Technical Documentation and Report Writing, Project Presentation and Viva-Voce

Semester electives

Subject CodeSubject NameSubject TypeCreditsKey Topics
U22CPE501Data ScienceElective3Introduction to Data Science, Data Preprocessing, Statistical Methods for Data Analysis, Machine Learning Algorithms, Data Visualization, Big Data Technologies
U22CPE502Data Warehousing and Data MiningElective3Data Warehousing Concepts, OLAP Operations, Data Preprocessing for Mining, Association Rule Mining, Classification and Prediction, Clustering Techniques
U22CPE503Big Data AnalyticsElective3Introduction to Big Data, Hadoop Ecosystem (HDFS, MapReduce), Spark Framework, NoSQL Databases, Big Data Stream Processing, Big Data Visualization
U22CPE504Advanced Data StructuresElective3Heaps and Priority Queues, Hash Tables and Hashing Techniques, Trees (AVL, Red-Black, B-Trees), Graphs and Network Flows, String Matching Algorithms, Geometric Data Structures
U22CPE505Image ProcessingElective3Digital Image Fundamentals, Image Enhancement, Image Restoration, Image Compression, Image Segmentation, Object Recognition
U22CPE506Distributed ComputingElective3Introduction to Distributed Systems, Communication in Distributed Systems, Synchronization in Distributed Systems, Consistency and Replication, Fault Tolerance, Distributed File Systems
U22CPE507Cloud ComputingElective3Cloud Computing Concepts, Cloud Service Models (IaaS, PaaS, SaaS), Cloud Deployment Models, Virtualization, Cloud Security, Cloud Platforms (AWS, Azure, GCP)
U22CPE508Agile MethodologiesElective3Agile Manifesto and Principles, Scrum Framework, Kanban Method, Extreme Programming (XP), Agile Testing, DevOps Integration
U22CPE601Mobile Application DevelopmentElective3Mobile OS Architectures (Android/iOS), UI Design for Mobile, Data Storage and Retrieval, Location-Based Services, Networking and Web Services, App Deployment
U22CPE602Web TechnologyElective3HTML5 and CSS3, JavaScript Fundamentals, Frontend Frameworks (React, Angular, Vue), Backend Development (Node.js, Python/Django), Database Integration, Web Security
U22CPE603Software Testing and Quality AssuranceElective3Software Testing Fundamentals, Test Case Design Techniques, Unit Testing, Integration Testing, System Testing, Performance Testing, Quality Assurance Standards (ISO, CMMI), Test Automation
U22CPE604Cyber ForensicsElective3Introduction to Cyber Forensics, Digital Evidence Collection, Disk Forensics, Network Forensics, Mobile Forensics, Legal Aspects of Forensics
U22CPE605Blockchain TechnologyElective3Blockchain Fundamentals, Cryptographic Primitives, Consensus Mechanisms, Smart Contracts (Solidity), Decentralized Applications (DApps), Blockchain Platforms (Ethereum, Hyperledger)
U22CPE606Natural Language ProcessingElective3NLP Fundamentals, Text Preprocessing, Language Models, Syntactic Analysis, Semantic Analysis, Applications of NLP (Machine Translation, Chatbots)
U22CPE607Computer GraphicsElective3Graphics Systems and Primitives, 2D and 3D Transformations, Clipping and Windowing, Viewing and Projections, Color Models and Shading, Animation Techniques
U22CPE608Advanced Database Management SystemsElective3Distributed Databases, Object-Oriented Databases, XML Databases, NoSQL Databases, Data Security and Authorization, Temporal and Spatial Databases
U22CPE701Robotics and AutomationElective3Introduction to Robotics, Robot Kinematics, Robot Dynamics, Robot Control, Robot Sensing and Vision, Robot Programming and Applications
U22CPE702BioinformaticsElective3Introduction to Bioinformatics, Biological Databases, Sequence Alignment, Phylogenetic Trees, Gene Prediction, Proteomics
U22CPE703Internet ProgrammingElective3Web Basics (HTTP, URLs), Client-Side Scripting (JavaScript, jQuery), Server-Side Scripting (PHP, ASP.NET), Web Services (SOAP, REST), Database Connectivity, AJAX and JSON
U22CPE704Game ProgrammingElective3Game Development Process, Game Engines (Unity, Unreal), Game Physics and AI, Graphics and Animation, User Interface Design, Multiplayer Game Development
U22CPE705Quantum ComputingElective3Quantum Mechanics Fundamentals, Qubits and Quantum Gates, Quantum Algorithms (Shor, Grover), Quantum Teleportation, Quantum Error Correction, Quantum Cryptography
U22CPE706Augmented Reality and Virtual RealityElective3Introduction to VR/AR, VR/AR Hardware and Software, 3D Modeling and Rendering, Human-Computer Interaction in VR/AR, Applications of VR/AR, Ethics and Challenges in VR/AR
U22CPE801Social Network AnalysisElective3Introduction to Social Networks, Graph Theory in Social Networks, Centrality Measures, Community Detection, Social Network Dynamics, Social Media Analytics
U22CPE802Ethical HackingElective3Introduction to Ethical Hacking, Reconnaissance, Scanning and Enumeration, Vulnerability Analysis, System Hacking, Web Application and Wireless Hacking
U22CPE803Digital MarketingElective3Introduction to Digital Marketing, Search Engine Optimization (SEO), Search Engine Marketing (SEM), Social Media Marketing, Email Marketing, Content Marketing and Analytics
U22CPE804Supply Chain ManagementElective3Introduction to Supply Chain Management, Logistics and Transportation, Inventory Management, Supply Chain Planning, Global Supply Chains, Supply Chain Analytics and Technology
U22CPE805Enterprise Resource PlanningElective3Introduction to ERP, ERP Modules (Finance, HR, Manufacturing), ERP Implementation Challenges, ERP Vendors and Market, ERP and Business Process Reengineering, Future of ERP
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