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BE-ISE in Information Science Engineering at Yenepoya Institute of Technology
Dakshina Kannada, Karnataka
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About the Specialization
What is Information Science & Engineering at Yenepoya Institute of Technology Dakshina Kannada?
This Information Science & Engineering (ISE) program at Yenepoya Institute of Technology focuses on equipping students with a strong foundation in computer science principles blended with practical application in data management, software development, and network administration. Recognizing India''''s booming digital economy and its demand for skilled IT professionals, the curriculum is designed to produce engineers capable of innovating and managing complex information systems. A key differentiator is its emphasis on both theoretical depth and hands-on project experience, preparing students for diverse roles in the tech industry.
Who Should Apply?
This program is ideal for fresh graduates from diverse academic backgrounds (typically 10+2 with PCM) seeking entry into the dynamic IT and software development fields. It also caters to individuals looking to upskill into specialized areas like data analytics, cybersecurity, or cloud computing. Aspiring engineers with a keen interest in problem-solving, logical thinking, and a desire to contribute to India''''s digital transformation will find this program rewarding. Strong analytical skills and a foundational understanding of mathematics are beneficial prerequisites.
Why Choose This Course?
Graduates of this program can expect to pursue fulfilling career paths as software developers, data analysts, network engineers, cybersecurity specialists, and IT consultants within India''''s leading tech hubs like Bengaluru, Pune, and Hyderabad. Entry-level salaries typically range from INR 4-7 lakhs per annum, with experienced professionals earning upwards of INR 15-30 lakhs, demonstrating robust growth trajectories in Indian and multinational companies. The curriculum also aligns with industry certifications in areas like cloud platforms (AWS, Azure) and cybersecurity, enhancing employability.
Student Success Practices
Foundation Stage
Master Programming Fundamentals- (Semester 1-2)
Dedicate significant time to understanding core programming concepts using C/C++/Java. Practice coding daily on platforms like HackerRank and LeetCode to build problem-solving muscle and algorithmic thinking. Focus on debugging skills.
Tools & Resources
CodeChef, GeeksforGeeks, HackerRank, LeetCode, Local programming clubs
Career Connection
Strong fundamentals are the bedrock for cracking coding interviews and excelling in any software development role in Indian IT companies.
Build Strong Mathematical Acumen- (Semester 1-2)
Pay close attention to Calculus, Probability, and Discrete Mathematics. These subjects form the analytical backbone for advanced topics in AI, Machine Learning, and Data Science. Utilize online resources like Khan Academy for conceptual clarity.
Tools & Resources
NPTEL courses, Khan Academy, Textbooks, Peer study groups
Career Connection
Essential for roles in Data Science, Machine Learning Engineering, and research-oriented positions, which are highly sought after in India.
Engage in Early Project-Based Learning- (Semester 1-2)
Beyond lab assignments, take initiative to work on small personal projects. Start with simple applications or automate daily tasks using learned programming concepts. Collaborate with peers on mini-projects to learn teamwork.
Tools & Resources
GitHub, VS Code, Arduino/Raspberry Pi (for hardware projects)
Career Connection
Develops practical application skills, builds a portfolio, and fosters an innovative mindset, crucial for internships and entry-level positions.
Intermediate Stage
Deep Dive into Data Structures & Algorithms (DSA)- (Semester 3-4)
Master advanced DSA concepts with consistent practice. Participate in competitive programming contests and join online communities to hone your skills. This is a critical skill for product-based company placements in India.
Tools & Resources
InterviewBit, Codeforces, TopCoder, LeetCode premium
Career Connection
Directly impacts success in technical interviews for top IT firms and startups; essential for roles like Software Development Engineer (SDE).
Seek Meaningful Internships & Industry Exposure- (Semester 4-5)
Actively search for internships during semester breaks (summer/winter). Focus on gaining hands-on experience in software development, data analysis, or network administration. Attend industry workshops and tech talks.
Tools & Resources
Internshala, LinkedIn, College placement cell, Department industry connect programs
Career Connection
Provides real-world context, builds professional network, often leads to pre-placement offers, and boosts resume for final placements.
Specialize through Electives and Projects- (Semester 5)
Choose electives wisely based on emerging industry trends (AI/ML, Cloud, Cybersecurity). Augment theoretical knowledge with significant individual or group projects in your chosen specialization, using relevant tools and technologies.
Tools & Resources
Kaggle (for data science projects), AWS/Azure free tier, GitHub (for project hosting)
Career Connection
Develops specialized skills highly valued by companies seeking niche expertise, enhancing job prospects and career growth in specific domains.
Advanced Stage
Focus on Comprehensive Placement Preparation- (Semester 6-7)
Intensify preparation for technical interviews, including DSA, System Design, and Core CS subjects (OS, DBMS, CN). Practice aptitude tests and soft skills. Utilize college placement drives and mock interviews.
Tools & Resources
Company-specific interview guides, InterviewBit, GeeksforGeeks, LinkedIn (for company research)
Career Connection
Directly prepares students for campus placements and off-campus recruitment in leading Indian and multinational tech companies.
Undertake a High-Impact Capstone Project- (Semester 7-8)
Dedicate significant effort to the final year project, aiming for an innovative, industry-relevant solution. Collaborate with faculty or industry mentors. Present your work at college fests or external competitions.
Tools & Resources
Advanced development frameworks (e.g., Spring Boot, React, Django), Cloud platforms, Research papers
Career Connection
A strong capstone project is a major talking point in interviews, demonstrating problem-solving, technical depth, and project management skills.
Cultivate Professional Networking and Mentorship- (Semester 7-8)
Attend industry conferences, connect with alumni on LinkedIn, and seek mentorship from faculty or industry professionals. Build a professional online presence. Learn about job market trends.
Tools & Resources
LinkedIn, Professional conferences, Alumni network events
Career Connection
Opens doors to opportunities, provides career guidance, and helps in navigating the Indian job market effectively, including referrals and hidden job opportunities.
Program Structure and Curriculum
Eligibility:
- 10+2 with Physics and Mathematics as compulsory subjects along with Chemistry/Biology/Biotechnology/Computer Science/Electronics as optional subjects with English as one of the languages of study and obtained at least 45% marks (40% for SC/ST/OBC category) in aggregate in the optional subjects in the qualifying examination, or an equivalent examination approved by VTU, Belagavi.
Duration: 8 semesters / 4 years
Credits: 150 Credits
Assessment: Internal: 50%, External: 50%
Semester-wise Curriculum Table
Semester 1
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21MAT11 | Calculus and Differential Equations | Core | 4 | Differential Calculus, Integral Calculus, Ordinary Differential Equations, Partial Differential Equations, Vector Calculus |
| 21PHY12 | Engineering Physics | Core | 4 | Quantum Mechanics, Lasers, Optical Fibers, Material Science, Nanoscience & Technology |
| 21ELE13 | Basic Electrical Engineering | Core | 3 | DC Circuits, AC Fundamentals, Transformers, DC Machines, AC Machines |
| 21CIV14 | Elements of Civil Engineering and Mechanics | Core | 3 | Engineering Materials, Surveying, Engineering Mechanics, Dynamics, Fluid Mechanics |
| 21EGDL15 | Engineering Graphics | Core | 3 | Orthographic Projections, Isometric Projections, Sectioning, Development of Surfaces, Perspective Projections |
| 21PCD16 | Programming for Problem Solving | Core | 3 | C Programming Basics, Control Structures, Arrays and Strings, Functions and Pointers, Structures and File I/O |
| 21PPBL17 | Programming for Problem Solving Laboratory | Lab | 1 | C Program Implementation, Debugging, Basic Algorithms, Input/Output Operations, Conditional Statements |
| 21PHYL18 | Engineering Physics Laboratory | Lab | 1 | Optical Experiments, Electrical Measurements, Wave Phenomena, Material Characterization, Semiconductor Properties |
| 21IDT19 | Innovation and Design Thinking | Mandatory Non-Credit | 0 | Design Thinking Process, Problem Identification, Ideation, Prototyping, User-centered Design |
| 21CIP110 | Communicative English | Mandatory Non-Credit | 0 | English Grammar, Reading Comprehension, Public Speaking, Technical Writing, Presentation Skills |
| 21SAM111 | Scientific Foundations of Health | Mandatory Non-Credit | 0 | Basic Anatomy, Physiology, Health and Wellness, Nutrition, Common Diseases |
| 21VEH112 | Universal Human Values | Mandatory Non-Credit | 0 | Ethics, Morality, Professional Values, Social Responsibility, Human Relationships |
Semester 2
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21MAT21 | Advanced Calculus and Numerical Methods | Core | 4 | Multiple Integrals, Vector Calculus (advanced), Series Solutions, Numerical Methods (Roots, ODEs), Laplace Transforms |
| 21CHE22 | Engineering Chemistry | Core | 4 | Electrochemistry, Corrosion, Fuels, Water Chemistry, Polymer Chemistry |
| 21CPL23 | C Programming Laboratory | Lab | 1 | Advanced C Programming, Data Structures in C, File Handling, Recursion, Dynamic Memory Allocation |
| 21ELN24 | Basic Electronics | Core | 3 | Diodes, Transistors, Rectifiers, Amplifiers, Operational Amplifiers |
| 21ME25 | Elements of Mechanical Engineering | Core | 3 | Thermodynamics, IC Engines, Refrigeration, Power Transmission, Manufacturing Processes |
| 21CHE26 | Engineering Chemistry Laboratory | Lab | 1 | Volumetric Analysis, Instrumental Methods, Water Quality Testing, Polymer Synthesis, Fuel Analysis |
| 21CPL27 | Computer Aided Engineering Drawing | Core | 3 | AutoCAD Basics, 2D Drawing, 3D Modeling, Assembly Drawing, Presentation Drawings |
| 21CIV28 | Environmental Studies | Mandatory Non-Credit | 0 | Ecosystems, Biodiversity, Pollution, Climate Change, Environmental Legislation |
| 21CST29 | Constitution of India and Professional Ethics | Mandatory Non-Credit | 0 | Indian Constitution, Fundamental Rights, Directive Principles, Professional Ethics, Cyber Laws |
| 21KANN210 | Kannada/Additional English | Mandatory Non-Credit | 0 | Kannada Language, Reading, Writing, Speaking, Grammar |
Semester 3
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21MAT31 | Probability and Statistics | Core | 3 | Probability Theory, Random Variables, Probability Distributions, Hypothesis Testing, Correlation and Regression |
| 21IS32 | Data Structures and Applications | Core | 4 | Arrays, Linked Lists, Stacks, Queues, Trees, Graphs, Sorting & Searching Algorithms, Hashing |
| 21IS33 | Analog and Digital Electronics | Core | 3 | Diodes & Transistors, Op-Amps, Logic Gates, Combinational Circuits, Sequential Circuits |
| 21IS34 | Computer Organization and Architecture | Core | 3 | Computer Generations, CPU Design, Memory Hierarchy, I/O Organization, Pipelining |
| 21IS35 | Object Oriented Programming with Java | Core | 3 | OOP Concepts, Java Syntax and Basics, Classes and Objects, Inheritance, Polymorphism, Abstraction, Exception Handling, Multithreading |
| 21ISL36 | Data Structures Laboratory | Lab | 1 | C/C++ Implementation of DS, Linked Lists Operations, Tree Traversal Algorithms, Graph Algorithms, Sorting and Searching Techniques |
| 21ISL37 | Analog and Digital Electronics Laboratory | Lab | 1 | Diode/Transistor Circuits, Logic Gate Implementation, Combinational Circuit Design, Sequential Circuit Design, Op-Amp Applications |
| 21ISL38 | Object Oriented Programming with Java Laboratory | Lab | 1 | Java Program Development, Class and Object Creation, Inheritance & Interface Implementation, Polymorphism Concepts, GUI Programming Basics |
| 21CIV39 | Environmental Science and Sustainability | Mandatory Non-Credit | 0 | Environmental Pollution, Renewable Energy, Sustainable Development, Waste Management, Global Environmental Issues |
Semester 4
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21MAT41 | Discrete Mathematics | Core | 3 | Mathematical Logic, Set Theory and Relations, Functions and Sequences, Graph Theory, Combinatorics and Probability |
| 21IS42 | Analysis and Design of Algorithms | Core | 4 | Algorithm Analysis Techniques, Divide and Conquer, Greedy Algorithms, Dynamic Programming, Graph Algorithms |
| 21IS43 | Operating Systems | Core | 3 | OS Concepts and Services, Process Management, CPU Scheduling, Memory Management, File Systems and I/O |
| 21IS44 | Microcontroller and Embedded Systems | Core | 3 | Microcontroller Architecture, Programming 8051 Microcontroller, Interfacing Peripherals, Embedded C Programming, Real-Time Operating Systems Basics |
| 21IS45 | Database Management Systems | Core | 3 | Database Concepts and Architecture, ER Modeling, Relational Algebra and Calculus, SQL Queries and PL/SQL, Normalization and Transaction Management |
| 21ISL46 | Analysis and Design of Algorithms Laboratory | Lab | 1 | Implementation of Sorting Algorithms, Graph Traversal Algorithms, Dynamic Programming Solutions, Greedy Algorithm Implementations, Time and Space Complexity Analysis |
| 21ISL47 | Operating Systems Laboratory | Lab | 1 | Shell Scripting, Process Management Commands, CPU Scheduling Algorithm Implementation, System Calls Programming, File System Operations |
| 21ISL48 | Database Management Systems Laboratory | Lab | 1 | SQL Querying and Data Manipulation, PL/SQL Programming, Database Schema Design, ER to Relational Mapping, JDBC/ODBC Connectivity |
| 21SAM49 | Scientific Foundations of Health | Mandatory Non-Credit | 0 | Health Awareness, Basic First Aid, Stress Management, Lifestyle Diseases, Community Health |
Semester 5
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21IS51 | Software Engineering | Core | 3 | Software Process Models, Requirements Engineering, Software Design Concepts, Software Testing Strategies, Software Project Management |
| 21IS52 | Computer Networks | Core | 4 | Network Models (OSI, TCP/IP), Physical Layer and Data Link Layer, Network Layer Protocols (IP, Routing), Transport Layer (TCP, UDP), Application Layer Protocols |
| 21IS53 | Automata Theory and Computability | Core | 3 | Finite Automata (DFA, NFA), Regular Expressions and Languages, Context-Free Grammars, Pushdown Automata, Turing Machines and Computability |
| 21ISE541 | Web Technologies (Professional Elective - 1) | Elective | 3 | HTML5 and CSS3, JavaScript and DOM Manipulation, Server-side Scripting (Node.js/PHP), Web Frameworks (React/Angular/Vue), Database Connectivity for Web |
| 21OE551 | Introduction to Data Science (Open Elective - 1) | Elective | 3 | Data Collection and Preprocessing, Exploratory Data Analysis, Data Visualization, Basic Statistical Concepts, Introduction to Machine Learning |
| 21ISL56 | Computer Networks Laboratory | Lab | 1 | Network Protocol Analysis (Wireshark), Socket Programming, Network Topology Simulation, Router Configuration, Client-Server Communication |
| 21ISL57 | Software Engineering Laboratory | Lab | 1 | Use Case Diagrams, Class and Sequence Diagrams, Test Case Generation, Software Project Planning Tools, Version Control Systems (Git) |
| 21IS58 | Internship (Module 1) | Internship | 2 | Industry Exposure, Practical Skill Application, Professional Communication, Project Implementation Basics, Technical Report Writing |
| 21IDT59 | Innovation and Design Thinking | Mandatory Non-Credit | 0 | Design Thinking Process, Problem Identification, Ideation Techniques, Prototyping and Testing, User-centered Design |
Semester 6
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21IS61 | Information Security | Core | 4 | Introduction to Cryptography, Network Security Concepts, Web Application Security, Cyber Law and Ethics, Basic Ethical Hacking |
| 21IS62 | Machine Learning | Core | 4 | Supervised Learning Algorithms, Unsupervised Learning Algorithms, Deep Learning Fundamentals, Model Evaluation and Selection, Feature Engineering and Selection |
| 21IS63 | Cloud Computing | Core | 3 | Cloud Service Models (IaaS, PaaS, SaaS), Cloud Deployment Models, Virtualization Technologies, Cloud Security Challenges, Introduction to AWS/Azure Services |
| 21ISE641 | Big Data Analytics (Professional Elective - 2) | Elective | 3 | Introduction to Big Data, Hadoop Ecosystem (HDFS, MapReduce), Spark Framework, NoSQL Databases, Data Streaming and Processing |
| 21OE651 | Soft Computing (Open Elective - 2) | Elective | 3 | Fuzzy Logic Systems, Artificial Neural Networks, Genetic Algorithms, Hybrid Soft Computing Techniques, Swarm Intelligence |
| 21ISL66 | Machine Learning Laboratory | Lab | 1 | Python for ML (Scikit-learn), Implementation of Regression, Implementation of Classification, Clustering Algorithms, Data Preprocessing and Visualization |
| 21ISL67 | Cloud Computing Laboratory | Lab | 1 | AWS/Azure Virtual Machine Deployment, Cloud Storage Services (S3/Blob), Cloud Networking Configuration, Serverless Functions (Lambda/Azure Functions), Database as a Service (RDS/Cosmos DB) |
| 21IS68 | Internship (Module 2) / Mini-Project | Internship/Project | 2 | Project Planning and Design, System Implementation, Testing and Debugging, Technical Documentation, Project Presentation |
| 21SC69 | Professional Ethics and Cyber Law | Mandatory Non-Credit | 0 | Ethical Theories, Professionalism in Engineering, Cybercrime and Cyber Law, Intellectual Property Rights, Data Privacy and Security |
Semester 7
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21IS71 | Cryptography and Network Security | Core | 4 | Symmetric-key Cryptography, Asymmetric-key Cryptography, Hash Functions and Digital Signatures, Network Security Protocols (SSL/TLS, IPsec), Firewalls and Intrusion Detection Systems |
| 21ISE721 | Internet of Things (Professional Elective - 3) | Elective | 3 | IoT Architecture and Paradigms, Sensors and Actuators, IoT Communication Protocols, IoT Platforms and Cloud Integration, Edge and Fog Computing |
| 21ISE731 | Natural Language Processing (Professional Elective - 4) | Elective | 3 | Text Preprocessing, Language Models (N-grams, Word Embeddings), Text Classification, Sentiment Analysis, Machine Translation Basics |
| 21ISP74 | Project Work Phase 1 / Internship | Project/Internship | 2 | Problem Definition and Analysis, Literature Survey, Requirements Gathering, System Design, Feasibility Study |
| 21ISS75 | Seminar / Technical Report | Project/Seminar | 1 | Topic Selection and Research, Technical Literature Review, Presentation Skills, Report Writing Guidelines, Effective Technical Communication |
| 21CI76 | Constitution of India, Professional Ethics & Cyber Law | Mandatory Non-Credit | 0 | Indian Constitution Principles, Fundamental Rights and Duties, Professional Ethics in Engineering, Cybercrime and Regulations, IT Act and Intellectual Property |
Semester 8
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21ISE811 | Artificial Intelligence (Professional Elective - 5) | Elective | 3 | Problem Solving Agents, Search Algorithms (DFS, BFS, A*), Knowledge Representation (Logic, Rules), Introduction to Machine Learning, Expert Systems |
| 21OE821 | Operations Research (Open Elective - 3) | Elective | 3 | Linear Programming, Simplex Method, Transportation and Assignment Problems, Network Analysis (CPM/PERT), Queuing Theory |
| 21ISP83 | Project Work Phase 2 | Project | 8 | Project Implementation and Coding, System Testing and Validation, Debugging and Optimization, Comprehensive Report Writing, Final Project Presentation |
| 21ISS84 | Internship / Technical Seminar | Internship/Seminar | 3 | Industry Immersion, Practical Skill Application, Advanced Technical Research, Professional Skill Development, Detailed Report and Presentation |
