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B-E in Information Science Engineering at G. Madegowda Institute of Technology
Mandya, Karnataka
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About the Specialization
What is Information Science & Engineering at G. Madegowda Institute of Technology Mandya?
This Information Science & Engineering (ISE) program at G. Madegowda Institute of Technology focuses on equipping students with advanced computing knowledge and practical skills essential for the rapidly evolving digital landscape. The curriculum, aligned with VTU''''s 2022 scheme, emphasizes core areas like data structures, algorithms, database management, software engineering, and emerging technologies, preparing graduates for key roles in India''''s booming IT sector and innovation-driven economy.
Who Should Apply?
This program is ideal for aspiring engineers with a strong aptitude for logic, problem-solving, and a keen interest in software development, data management, and network technologies. It suits fresh 10+2 graduates aiming for a foundational and advanced understanding of computing, as well as working professionals looking to upskill in areas like AI, ML, Cloud, and DevOps, thereby contributing to the technological advancements driving India''''s digital transformation.
Why Choose This Course?
Graduates of this program can expect diverse career paths in India, including software developer, data analyst, network engineer, cloud engineer, and cybersecurity specialist. Entry-level salaries typically range from INR 4-7 LPA, with experienced professionals earning significantly higher based on specialization and company. The program fosters critical thinking and technical expertise, aligning with certifications from NASSCOM, AWS, and Microsoft, enhancing employability and growth trajectories in Indian and global MNCs.
Student Success Practices
Foundation Stage
Master Core Programming Logic- (Semester 1-2)
Diligently focus on C programming fundamentals (BPL103/203) and applied mathematics (BMA101/201, BMA201). Build strong logical reasoning by consistently solving basic algorithmic problems and understanding mathematical concepts that form the basis of computer science.
Tools & Resources
HackerRank, GeeksforGeeks, CodeChef, NPTEL videos for C programming
Career Connection
A solid base in logic and programming is crucial for all IT roles, forming the bedrock for advanced data structures, algorithms, and problem-solving required in software development.
Develop Interdisciplinary Understanding- (Semester 1-2)
Engage actively with foundational engineering subjects like Basic Electrical & Electronics Engineering (BEE104/204) and Mechanical/Civil Engineering (BME205/BCE204) labs. Understand how different engineering domains interact and apply to real-world technological challenges.
Tools & Resources
Lab manuals, YouTube tutorials for practical demonstrations, Peer study groups for conceptual clarity
Career Connection
Provides a broader engineering perspective, useful for interdisciplinary projects, understanding hardware-software integration in domains like IoT, and grasping system-level complexities in large organizations.
Cultivate Effective Communication & Soft Skills- (Semester 1-2)
Actively participate in Professional English & Communication (BHS106/206) sessions. Practice technical writing, presentation skills, and group discussions. Join student clubs for public speaking and debate to enhance confidence and clarity in expressing ideas.
Tools & Resources
Toastmasters International (if available), College debating clubs, Online resources for technical communication
Career Connection
Essential for cracking job interviews, effectively presenting project work, writing clear documentation, and ensuring seamless team collaboration in any IT company.
Intermediate Stage
Deep Dive into Data Structures & OOP- (Semester 3-4)
Excel in Data Structures (22CS32) and Object-Oriented Programming with Java (22IS35). Implement all theoretical concepts in associated labs (22IS36, 22IS38) and rigorously practice on competitive programming platforms to solidify understanding.
Tools & Resources
LeetCode, HackerEarth, InterviewBit, Official Java documentation, Cracking the Coding Interview book
Career Connection
These are absolutely fundamental for cracking technical coding interviews at top product companies and for building efficient, scalable, and maintainable software systems in any development role.
Gain Practical Database & OS Expertise- (Semester 4-5)
Master Database Management Systems (22CS45) and Operating Systems (22IS44). Implement complex SQL queries, deeply understand OS concepts like process and memory management, and work on small projects involving database design and interaction.
Tools & Resources
MySQL Workbench, PostgreSQL, Linux command line, Official OS documentation, Online courses on SQL and database design
Career Connection
Vital skills for backend development, data engineering, DevOps roles, and system administration, which are prevalent career paths in both Indian IT services and product companies.
Explore Electives for Specialization & Industry Exposure- (Semester 5)
Strategically choose professional and open electives (e.g., 22IS54x, 22IS55x) based on emerging career interests like web technologies, data science, or cybersecurity. Actively participate in mandatory internships (22INT30) to apply classroom knowledge in a real-world setting.
Tools & Resources
NPTEL courses related to elective topics, LinkedIn for internship searches, Industry meetups and workshops
Career Connection
Helps in identifying a niche specialization, building a professional network, and securing valuable pre-placement offers by demonstrating practical skills and commitment to a specific domain.
Advanced Stage
Build Industry-Ready Projects & Portfolio- (Semester 6-8)
Engage seriously in Project Work Phase I (22PR68), Phase II (22PRC75), and the final Project Work (22ISP81). Focus on developing full-stack applications, ML models, or cybersecurity solutions to create a robust portfolio that showcases practical skills and problem-solving abilities.
Tools & Resources
GitHub for version control, Cloud platforms (AWS, Azure, GCP) for deployment, Agile project management tools (Jira, Trello)
Career Connection
A strong project portfolio is critical for demonstrating practical, hands-on skills to recruiters, significantly increasing chances of securing desirable placements in product companies and innovative startups.
Acquire Emerging Tech Skills & Certifications- (Semester 6-7)
Prioritize learning from core subjects like Machine Learning (22IS61), Cloud Computing (22IS63), DevOps (22IS72), and relevant electives. Supplement this by pursuing industry-recognized certifications in these high-demand areas to validate expertise.
Tools & Resources
Coursera, Udemy, edX for specialized courses, Official certification training materials for AWS, Azure, Google Cloud, or Cisco, Kaggle for ML datasets and competitions
Career Connection
High demand for skilled professionals in these cutting-edge domains in India leads to better job opportunities, competitive salaries, and faster career growth in the dynamic IT sector.
Strategize for Placements & Professional Development- (Semester 7-8)
Utilize mandatory internships (22INT69, 22ISP75, 22ISA82) for in-depth industry experience and networking. Actively prepare for technical and HR interviews, practice mock interviews, and refine presentation skills (22ISS76) through college placement cell activities.
Tools & Resources
College placement cell guidance, Alumni network mentorship, Online interview preparation platforms (e.g., Pramp), Professional networking on LinkedIn
Career Connection
Maximizes chances of securing top placements, understanding real-world company culture, and kickstarting a successful and impactful career in the competitive Indian IT market.
Program Structure and Curriculum
Eligibility:
- Passed 10+2 with Physics and Mathematics as compulsory subjects along with Chemistry/Biotechnology/Biology/Electronics/Computer as one of the optional subjects, with at least 45% marks (40% for SC/ST/OBC) in these subjects taken together. Admission based on CET/JEE Main rank as per Karnataka Examination Authority (KEA) norms.
Duration: 8 semesters / 4 years
Credits: 159 Credits
Assessment: Internal: 40%, External: 60%
Semester-wise Curriculum Table
Semester 1
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| BMA101 | Engineering Mathematics – I | Core | 3 | Differential Calculus, Partial Differentiation, Multiple Integrals, Vector Calculus, Ordinary Differential Equations |
| BPH102 | Engineering Physics | Core | 3 | Oscillations, Wave Optics, Lasers, Quantum Mechanics, Modern Physics |
| BPL103 | Programming for Problem Solving | Core | 3 | C Programming Fundamentals, Control Structures, Functions, Arrays and Pointers, File Input/Output |
| BEE104 | Basic Electrical & Electronic Engineering | Core | 3 | DC and AC Circuits, Electrical Power Systems, Digital Electronics Basics, Transistors and Amplifiers, Operational Amplifiers |
| BGE105 | Engineering Graphics | Core | 3 | Orthographic Projections, Isometric Projections, Sectioning of Solids, Development of Surfaces, Perspective Projection |
| BHS106 | Professional English & Communication | Core | 1 | Communication Skills, Technical Writing, Presentation Skills, Group Discussion Techniques, Interview Preparation |
| BPH107 | Engineering Physics Lab | Lab | 1 | Optics Experiments, Laser Characteristics, Electrical Measurements, Resonance Studies, Material Properties |
| BPL108 | Programming for Problem Solving Lab | Lab | 1 | C Program Implementation, Debugging Techniques, Basic Algorithmic Solutions, Conditional and Loop Structures, Functions and Arrays |
| BEE109 | Basic Electrical & Electronic Engg. Lab | Lab | 1 | Basic Circuit Experiments, Diode Characteristics, Transistor Amplifiers, Logic Gate Verification, Operational Amplifier Applications |
| BML110 | AI & ML Laboratory | Lab | 1 | Python Basics, Data Structures in Python, Introduction to Machine Learning Algorithms, Data Visualization, AI/ML Libraries |
| BCS111 | Social Connect & Responsibility | Skill | 1 | Social Values, Community Engagement, Environmental Awareness, Ethical Conduct, Civic Responsibility |
| BSY112 | Sports / Yoga | Skill | 1 | Physical Fitness, Yoga Practices, Wellness Principles, Team Sports, Stress Management |
Semester 2
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| BMA201 | Engineering Mathematics – II | Core | 3 | Linear Algebra, Vector Spaces, Eigenvalues and Eigenvectors, Numerical Methods, Laplace Transforms |
| BCH202 | Engineering Chemistry | Core | 3 | Electrochemistry & Batteries, Corrosion & Metal Finishing, Fuels & Combustion, Polymers & Smart Materials, Water Technology |
| BSM203 | Scientific Foundations of Health | Core | 3 | Human Anatomy Basics, Physiology of Systems, Nutrition and Dietetics, Disease Prevention, Public Health Concepts |
| BCE204 | Elements of Civil Engineering | Core | 3 | Building Materials, Basic Surveying, Structural Elements, Transportation Engineering, Water Resources |
| BME205 | Elements of Mechanical Engineering | Core | 3 | Thermodynamics Principles, IC Engines, Power Transmission, Manufacturing Processes, Introduction to Robotics |
| BCH206 | Engineering Chemistry Lab | Lab | 1 | Volumetric Analysis, pH-metry and Conductometry, Viscosity Measurements, Colorimetric Analysis, Water Quality Testing |
| BCEL207 | Civil Engineering Workshop | Lab | 1 | Basic Carpentry, Masonry Practices, Plumbing Systems, Welding Techniques, Sheet Metal Work |
| BME208 | Mechanical Engineering Workshop | Lab | 1 | Fitting Operations, Turning and Drilling, Grinding Processes, Machine Assembly, Precision Measurement |
| BKS209 | Kannada (Balake Kannada / Adalita Kannada) | Ability Enhancement | 1 | Kannada Language Skills, Grammar and Vocabulary, Cultural Context, Technical Kannada Terminology, Communication in Kannada |
| BHS210 | Constitution of India, Professional Ethics & Environmental Science | Ability Enhancement | 1 | Indian Constitution, Human Rights, Professional Ethics, Environmental Pollution, Sustainable Development |
| BSF211 | Universal Human Values | Ability Enhancement | 1 | Human Values and Ethics, Harmony in Relationships, Societal Impact, Moral Reasoning, Self-Exploration |
| BCC212 | Basic Computer Aided Engineering Drawing | Skill | 1 | CAD Software Basics, 2D Drawing Techniques, 3D Modeling Concepts, Assembly Drawing, Geometric Dimensioning |
Semester 3
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22MA31 | Applied Mathematics – III | Core | 3 | Fourier Series, Fourier Transforms, Z-transforms, Probability Theory, Statistical Methods |
| 22CS32 | Data Structures | Core | 3 | Arrays and Linked Lists, Stacks and Queues, Trees and Binary Search Trees, Graphs and Traversals, Hashing Techniques |
| 22CS33 | Analog and Digital Electronics | Core | 3 | Diode Circuits, Transistor Biasing, Operational Amplifiers, Boolean Algebra, Logic Gates and Flip-Flops |
| 22IS34 | Discrete Mathematical Structures | Core | 3 | Mathematical Logic, Set Theory and Relations, Functions and Mappings, Graph Theory Concepts, Recurrence Relations |
| 22IS35 | Object Oriented Programming with Java | Core | 3 | OOP Concepts (Classes, Objects), Inheritance and Polymorphism, Abstract Classes and Interfaces, Exception Handling, File Input/Output and Collections |
| 22IS36 | Data Structures Lab | Lab | 1 | Array and Linked List Implementation, Stack and Queue Operations, Tree Traversal Algorithms, Graph Algorithms, Sorting and Searching Techniques |
| 22CS37 | Analog and Digital Electronics Lab | Lab | 1 | Diode Characteristics, Transistor Amplifier Design, Op-Amp Applications, Logic Gate Realization, Flip-Flop and Counter Circuits |
| 22IS38 | Object Oriented Programming with Java Lab | Lab | 1 | Java Program for OOP Concepts, Inheritance and Interface Examples, Exception Handling Implementation, Basic GUI Applications, File Handling in Java |
| 22KSK39 | Samskrutika Kannada / Balake Kannada | Ability Enhancement | 1 | Kannada Literature, Cultural Aspects, Grammar Review, Reading Comprehension, Writing Practice |
| 22INT30 | Internship (Activity based) | Internship | 1 | Industry Exposure, Problem Identification, Report Writing, Presentation Skills, Teamwork |
Semester 4
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22MA41 | Applied Mathematics – IV | Core | 3 | Complex Variables, Conformal Mapping, Complex Integration, Numerical Methods, Partial Differential Equations |
| 22CS42 | Design and Analysis of Algorithms | Core | 3 | Algorithm Analysis, Divide and Conquer, Greedy Algorithms, Dynamic Programming, Backtracking and Branch & Bound |
| 22IS43 | Microcontrollers and Embedded Systems | Core | 3 | 8051 Microcontroller Architecture, Instruction Set, Assembly Language Programming, Interfacing Peripherals, Embedded C Programming |
| 22IS44 | Operating Systems | Core | 3 | OS Concepts and Services, Process Management, CPU Scheduling Algorithms, Memory Management, File Systems and Deadlocks |
| 22CS45 | Database Management Systems | Core | 3 | DBMS Architecture, ER Model and Relational Model, Relational Algebra, SQL Queries, Normalization and Transactions |
| 22CS46 | Design and Analysis of Algorithms Lab | Lab | 1 | Implementation of Sorting Algorithms, Graph Algorithm Implementations, Dynamic Programming Solutions, Algorithm Performance Analysis, Problem-Solving with Algorithms |
| 22CS47 | Database Management Systems Lab | Lab | 1 | SQL Querying and DDL/DML, Database Design and ER Diagrams, PL/SQL Programming, Transaction Control, Database Connectivity |
| 22IS48 | Microcontrollers and Embedded Systems Lab | Lab | 1 | 8051 Programming, Interfacing LEDs and Switches, Sensor Integration, Timer/Counter Applications, Serial Communication |
| 22KSK49 | Samskrutika Kannada / Balake Kannada | Ability Enhancement | 1 | Kannada Literature, Cultural Aspects, Grammar Review, Reading Comprehension, Writing Practice |
| 22CIP40 | Constitution of India, Professional Ethics & Environmental Science | Ability Enhancement | 1 | Indian Constitution, Human Rights, Professional Ethics, Environmental Pollution, Sustainable Development |
Semester 5
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22IS51 | Computer Networks | Core | 3 | Network Models (OSI, TCP/IP), Physical Layer Concepts, Data Link Layer Protocols, Network Layer (IP, Routing), Transport Layer (TCP, UDP), Application Layer |
| 22IS52 | Software Engineering | Core | 3 | Software Process Models, Requirements Engineering, Software Design Concepts, Software Testing Strategies, Software Project Management |
| 22IS53 | Automata Theory and Computability | Core | 3 | Finite Automata, Regular Expressions, Context-Free Grammars, Pushdown Automata, Turing Machines and Undecidability |
| 22IS541 | Web Technologies (Professional Elective – I) | Elective | 3 | HTML and CSS, JavaScript Fundamentals, XML and AJAX, Web Services, Server-Side Scripting (PHP/ASP.NET) |
| 22OE551 | Object Oriented Programming using Python (Open Elective – I) | Open Elective | 3 | Python Basics, OOP Concepts in Python, Modules and Packages, Exception Handling, File Handling |
| 22ISL56 | Computer Networks Lab | Lab | 1 | Socket Programming, Network Configuration, Protocol Analysis (Wireshark), Network Device Simulation, Client-Server Communication |
| 22ISL57 | Software Engineering Lab | Lab | 1 | UML Diagramming, Software Testing Tools, Version Control Systems (Git), Requirement Gathering Tools, Project Documentation |
| 22IC58 | Innovation & Creativity | Skill | 1 | Design Thinking, Idea Generation, Prototyping, Entrepreneurship Basics, Problem Solving Approaches |
| 22CIV59 | Universal Human Values | Ability Enhancement | 1 | Human Values and Ethics, Harmony in Relationships, Societal Impact, Moral Reasoning, Self-Exploration |
Semester 6
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22IS61 | Machine Learning | Core | 3 | Supervised Learning, Unsupervised Learning, Reinforcement Learning, Neural Networks, Deep Learning Introduction |
| 22IS62 | Cryptography and Network Security | Core | 3 | Classical Cryptography, Symmetric Key Ciphers, Asymmetric Key Ciphers, Hash Functions and Digital Signatures, Firewalls and Intrusion Detection Systems |
| 22IS63 | Cloud Computing | Core | 3 | Cloud Deployment Models, Virtualization Technologies, Cloud Service Models (IaaS, PaaS, SaaS), Cloud Security Challenges, Big Data on Cloud Platforms |
| 22IS641 | Python for Data Science (Professional Elective – II) | Elective | 3 | NumPy for Numerical Computing, Pandas for Data Analysis, Matplotlib for Data Visualization, Scikit-learn for Machine Learning, Data Preprocessing and Exploration |
| 22OE651 | Entrepreneurship and Startup Management (Open Elective – II) | Open Elective | 3 | Business Plan Development, Startup Funding Strategies, Marketing for Startups, Legal Aspects of Business, Innovation Management |
| 22ISL66 | Machine Learning Lab | Lab | 1 | Implementation of Supervised Algorithms, Implementation of Unsupervised Algorithms, Model Training and Evaluation, Data Preprocessing for ML, Using ML Libraries |
| 22ISL67 | Cryptography and Network Security Lab | Lab | 1 | Implementation of Cryptographic Algorithms, Network Security Tools (e.g., Nmap), Packet Analysis with Wireshark, Firewall Configuration, VPN Setup |
| 22PR68 | Project Work Phase I | Project | 1 | Problem Identification, Literature Survey, System Design, Project Proposal Writing, Initial Prototyping |
| 22INT69 | Internship (Project/Research based) | Internship | 1 | Industry Project Experience, Research Skill Development, Technical Report Writing, Data Analysis in Industry, Professional Networking |
Semester 7
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22IS71 | Full Stack Web Development | Core | 3 | Frontend Frameworks (React/Angular), Backend Development (Node.js/Django), Database Integration (MongoDB/SQL), RESTful APIs, Web Deployment |
| 22IS72 | DevOps | Core | 3 | Continuous Integration/Deployment (CI/CD), Version Control (Git), Containerization (Docker), Orchestration (Kubernetes), Automation and Monitoring |
| 22IS731 | Blockchain Technology (Professional Elective – III) | Elective | 3 | Cryptography in Blockchain, Distributed Ledger Technology, Consensus Mechanisms, Smart Contracts, Decentralized Applications (DApps) |
| 22IS741 | Human Computer Interaction (Professional Elective – IV) | Elective | 3 | HCI Principles, Usability Engineering, User Experience (UX) Design, Interaction Models, HCI Evaluation Methods |
| 22ISP75 | Internship (Mandatory) | Internship | 3 | Industry Experience, Problem Solving in Real-world, Professional Skill Development, Mentorship and Feedback, Project Implementation |
| 22ISS76 | Technical Seminar | Seminar | 1 | Research Paper Analysis, Technical Presentation Skills, Report Writing, Literature Review, Audience Engagement |
| 22ISR77 | Research Methodology and IPR | Core | 1 | Research Process, Data Collection Methods, Intellectual Property Rights (IPR), Research Ethics, Patent and Copyright |
Semester 8
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 22ISP81 | Project Work | Project | 10 | Comprehensive Project Design, System Implementation, Testing and Debugging, Project Documentation, Viva Voce and Presentation |
| 22ISA82 | Internship (Activity based) | Internship | 6 | Industrial Training, Real-world Problem Solving, Internship Report, Skill Application, Professional Development |
