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B-E in Information Science Engineering at Sahyadri College of Engineering & Management
Dakshina Kannada, Karnataka
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About the Specialization
What is Information Science & Engineering at Sahyadri College of Engineering & Management Dakshina Kannada?
This Information Science & Engineering program at Sahyadri College of Engineering & Management focuses on the synergistic blend of information technology, computer science, and engineering principles. The curriculum is designed to produce skilled professionals capable of managing and developing complex information systems. It emphasizes data management, network security, software engineering, and emerging technologies, directly addressing the growing demand for digital transformation experts in India.
Who Should Apply?
This program is ideal for ambitious fresh graduates seeking entry into the dynamic IT sector, particularly in software development, data analytics, and cybersecurity roles. It also suits working professionals aiming to upskill in cutting-edge technologies or career changers transitioning into the rapidly evolving information technology industry. A strong foundation in mathematics and logical reasoning is beneficial for success.
Why Choose This Course?
Graduates of this program can expect diverse career paths in India, including Software Engineer, Data Scientist, Cybersecurity Analyst, and Cloud Architect. Entry-level salaries typically range from INR 4-7 lakhs per annum, with experienced professionals earning significantly more (INR 10-25 lakhs+). The program aligns with industry certifications like AWS, Azure, and Google Cloud, fostering growth trajectories in top Indian and multinational companies.
Student Success Practices
Foundation Stage
Master Programming Fundamentals- (Semester 1-2)
Dedicate time to thoroughly understand C and Java. Practice coding daily on platforms like HackerRank and LeetCode to build problem-solving skills. This strong base is crucial for tackling advanced data structures and algorithms, which are fundamental for placements.
Tools & Resources
HackerRank, LeetCode, GeeksforGeeks
Career Connection
Develops core logical and coding abilities, essential for clearing initial rounds of technical interviews for IT companies.
Participate in Technical Clubs & Workshops- (Semester 1-2)
Join college technical clubs, for example, a coding club or IEEE student chapter, to engage in peer learning, participate in hackathons, and attend workshops. This fosters collaboration, exposes students to new technologies, and helps build a professional network early on.
Tools & Resources
College Coding Clubs, IEEE Student Chapter, Department Workshops
Career Connection
Enhances practical skills beyond curriculum, builds teamwork and networking opportunities, improving soft skills for placements.
Develop Strong Communication Skills- (Semester 1-2)
Utilize spoken English sessions, presentation opportunities, and group discussions provided by the college to improve technical and soft communication skills. Effective communication is vital for internships, interviews, and future team-based projects in the Indian IT industry.
Tools & Resources
Communicative English classes, Presentation opportunities in class, Toastmasters International (if available)
Career Connection
Crucial for interview success, professional interactions, and conveying technical ideas clearly in a corporate environment.
Intermediate Stage
Engage in Mini-Projects and Open Source Contributions- (Semester 3-5)
Apply theoretical knowledge by building small projects using data structures, DBMS, and network concepts. Explore open-source platforms like GitHub to contribute to existing projects or start new ones, showcasing practical skills to potential employers.
Tools & Resources
GitHub, Kaggle, Online Project Tutorials
Career Connection
Builds a portfolio demonstrating practical application of concepts, making resumes stand out for internships and job applications.
Seek Industry Internships & Certifications- (Semester 3-5)
Actively pursue short-term internships or virtual experiences, for instance, through AICTE Internships, to gain practical exposure. Consider pursuing certifications in areas like SQL, Python, or Web Development to validate specialized skills relevant to the Indian job market.
Tools & Resources
AICTE Internship Portal, LinkedIn Learning, NPTEL certifications
Career Connection
Provides valuable real-world experience, validates specialized skills, and enhances employability for specific industry roles.
Network with Alumni and Industry Professionals- (Semester 3-5)
Attend department seminars, alumni meet-ups, and industry events to connect with professionals. These interactions provide insights into current industry trends, mentorship opportunities, and potential job leads within the Indian IT ecosystem.
Tools & Resources
Alumni Networking Events, LinkedIn, Industry Conferences (e.g., local tech meetups)
Career Connection
Opens doors to mentorship, hidden job markets, and helps in understanding industry expectations for career growth.
Advanced Stage
Focus on Core Specialization & Electives- (Semester 6-8)
Deep dive into chosen professional and open electives like Machine Learning, Cloud Computing, or Cybersecurity. Build a strong portfolio of projects in these areas, aligning with your career aspirations for advanced roles in Indian tech firms or startups.
Tools & Resources
Coursera, Udemy, Specialized textbooks and research papers
Career Connection
Develops expertise in high-demand fields, making candidates suitable for specialized roles and advanced engineering positions.
Intensive Placement Preparation- (Semester 6-8)
Begin rigorous preparation for campus placements, focusing on data structures & algorithms, core subject concepts, aptitude, and mock interviews. Utilize platforms like GeeksforGeeks, InterviewBit, and attend college placement training programs.
Tools & Resources
GeeksforGeeks, InterviewBit, College Placement Cell Resources, Mock Interview Platforms
Career Connection
Directly prepares students for the competitive campus placement process, maximizing chances of securing a desirable job offer.
Undertake a Capstone Project with Industry Relevance- (undefined)
Work on a substantial final year project that solves a real-world problem, ideally in collaboration with an industry partner. This demonstrates comprehensive skills, problem-solving abilities, and readiness for a professional role, significantly boosting placement prospects.
Tools & Resources
College Project Mentors, Industry Partnerships, Advanced Software Tools/Platforms
Career Connection
Showcases ability to deliver real-world solutions, serving as a powerful demonstration of skills during interviews and securing premium placements.
Program Structure and Curriculum
Eligibility:
- As per Visvesvaraya Technological University (VTU) and AICTE norms, typically 10+2 with Physics, Mathematics, and one of Chemistry/Biology/Biotechnology/Technical Vocational Subject.
Duration: 8 semesters / 4 years
Credits: 136 Credits
Assessment: Internal: 50% (Continuous Internal Evaluation), External: 50% (Semester End Examination)
Semester-wise Curriculum Table
Semester 1
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21MATS11 | Engineering Mathematics-I | Basic Science Course | 3 | Differential Calculus-I, Differential Calculus-II, Partial Differential Equations, Multiple Integrals, Vector Calculus |
| 21PHY12 | Physics for Computer Science & Engineering | Basic Science Course | 3 | Quantum Mechanics, Lasers, Optical Fibers, Material Science, Nanotechnology |
| 21ELE13 | Basic Electrical Engineering | Engineering Science Course | 3 | DC Circuits, AC Fundamentals, Three-phase Circuits, DC Machines, AC Machines |
| 21CPL14 | C Programming for Problem Solving | Professional Core Course | 3 | Introduction to C, Control Structures, Functions, Arrays, Pointers, Structures and Unions |
| 21CIV15 | Indian Constitution and Professional Ethics | Humanities, Social Science & Management Course | 1 | Indian Constitution, Fundamental Rights & Duties, State Policy, Professional Ethics, Global Issues |
| 21ELC16 | Technical English | Humanities, Social Science & Management Course | 1 | Basic English Grammar, Reading Comprehension, Writing Skills, Presentation Skills, Group Discussions |
| 21ELL17 | Basic Electrical Engineering Lab | Engineering Science Lab | 1 | Verification of Ohm''''s Law, KVL, KCL, Series and Parallel RLC Circuits, Three-Phase Power Measurement |
| 21CPL18 | C Programming for Problem Solving Lab | Professional Core Lab | 1 | Control Flow Statements, Arrays, Functions, Pointers, Structures and File I/O |
| 21PHYL19 | Physics for Computer Science & Engineering Lab | Basic Science Lab | 1 | Photoelectric Effect, LASER Characteristics, Optical Fiber Parameters, LED Characteristics, Hall Effect |
Semester 2
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21MATS21 | Engineering Mathematics-II | Basic Science Course | 3 | Linear Algebra, Laplace Transforms, Fourier Series, Partial Differential Equations, Probability |
| 21CHE22 | Chemistry for Computer Science & Engineering | Basic Science Course | 3 | Electrochemistry, Corrosion, Battery Technology, Polymer Chemistry, Nanomaterials |
| 21ME23 | Elements of Mechanical Engineering | Engineering Science Course | 3 | Energy Sources, Thermodynamics, IC Engines, Refrigeration, Power Transmission |
| 21CSL24 | Object Oriented Programming with JAVA | Professional Core Course | 3 | Introduction to OOP, Classes and Objects, Inheritance, Packages and Interfaces, Exception Handling, Multithreading |
| 21ENG25 | Communicative English | Humanities, Social Science & Management Course | 1 | Presentation Skills, Group Discussion, Technical Writing, Interview Skills, Report Writing |
| 21MEL26 | Elements of Mechanical Engineering Lab | Engineering Science Lab | 1 | IC Engine Performance, Refrigeration Cycle, Heat Pump Operation, Power Transmission Systems |
| 21CSL27 | Object Oriented Programming with JAVA Lab | Professional Core Lab | 1 | Classes and Objects, Inheritance and Polymorphism, Interfaces and Packages, Exception Handling, Multithreading Applications |
| 21CHEL28 | Chemistry for Computer Science & Engineering Lab | Basic Science Lab | 1 | Potentiometric Titration, Viscosity Measurement, Acid-Base Titration, Water Analysis, pH Measurement |
| 21EVS29 | Environmental Studies | Humanities, Social Science & Management Course | 1 | Ecosystems, Biodiversity, Pollution, Climate Change, Waste Management, Sustainable Development |
Semester 3
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21MATS31 | Transforms and Numerical Methods | Basic Science Course | 3 | Laplace Transforms, Fourier Transforms, Z-Transforms, Numerical Methods, Finite Differences |
| 21IS32 | Data Structures & Applications | Professional Core Course | 4 | Introduction to Data Structures, Arrays and Stacks, Queues and Linked Lists, Trees and Binary Trees, Graphs and Hashing |
| 21IS33 | Analog and Digital Electronics | Professional Core Course | 3 | Diodes and Applications, Transistors and Amplifiers, Operational Amplifiers, Logic Gates, Combinational Logic Circuits, Sequential Logic Circuits |
| 21IS34 | Computer Organization & Architecture | Professional Core Course | 3 | Basic Computer Organization, CPU Design, Memory System, I/O Organization, Pipelining and Parallel Processing |
| 21IS35 | Database Management Systems | Professional Core Course | 3 | Introduction to DBMS, ER Model and Relational Model, SQL Queries, Normalization, Transaction Management, Concurrency Control |
| 21ISL36 | Data Structures Lab | Professional Core Lab | 1 | Array operations, Stack and Queue implementations, Linked List operations, Tree traversal algorithms, Graph traversal algorithms |
| 21ISL37 | Analog and Digital Electronics Lab | Professional Core Lab | 1 | Diode and Transistor characteristics, Operational Amplifier circuits, Logic Gates verification, Flip-Flops and Counters, Adders/Subtractors design |
| 21ISL38 | Database Management Systems Lab | Professional Core Lab | 1 | SQL DDL and DML commands, Joins and Subqueries, Stored Procedures and Functions, Triggers and Views, Database application development |
| 21UHV39 | Universal Human Values | Humanities, Social Science & Management Course | 1 | Self-exploration, Harmony in Individual, Harmony in Family and Society, Harmony in Nature, Professional Ethics |
Semester 4
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21IS41 | Design and Analysis of Algorithms | Professional Core Course | 4 | Introduction to Algorithms, Sorting & Searching Algorithms, Greedy Algorithms, Dynamic Programming, Graph Algorithms, Backtracking and Branch & Bound |
| 21IS42 | Operating Systems | Professional Core Course | 3 | Introduction to OS, Process Management, CPU Scheduling, Memory Management, File Systems, I/O Systems |
| 21IS43 | Microcontroller & Embedded Systems | Professional Core Course | 3 | Microcontrollers (8051/ARM), Instruction Set Architecture, Interfacing Techniques, Interrupts, Embedded System Concepts |
| 21IS44 | Software Engineering | Professional Core Course | 3 | Software Process Models, Requirements Engineering, Design Concepts, Software Testing, Project Management |
| 21MATS45 | Probability and Statistics for Computer Science | Basic Science Course | 3 | Basic Probability, Random Variables, Probability Distributions, Sampling Theory, Hypothesis Testing, Regression Analysis |
| 21ISL46 | Design and Analysis of Algorithms Lab | Professional Core Lab | 1 | Sorting and Searching implementations, Graph traversal algorithms, Greedy approach problems, Dynamic programming problems |
| 21ISL47 | Operating Systems Lab | Professional Core Lab | 1 | Process creation and management, CPU scheduling algorithms, Deadlock detection and avoidance, Memory allocation strategies, File system operations |
| 21ISL48 | Microcontroller & Embedded Systems Lab | Professional Core Lab | 1 | 8051/ARM programming, Interfacing with I/O devices, Timer/Counter programming, Serial Communication, Interrupt handling |
Semester 5
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21IS51 | Information Theory & Coding | Professional Core Course | 3 | Information Theory Basics, Entropy and Information, Source Coding, Channel Coding, Error Control Coding, Cryptography Fundamentals |
| 21IS52 | Computer Networks | Professional Core Course | 3 | Network Models (OSI/TCP-IP), Physical Layer, Data Link Layer, Network Layer, Transport Layer, Application Layer |
| 21IS53 | Automata Theory & Computability | Professional Core Course | 3 | Finite Automata, Regular Expressions, Context-Free Grammars, Pushdown Automata, Turing Machines, Decidability and Undecidability |
| 21IS54 | Object-Oriented Modeling & Design | Professional Core Course | 3 | UML Diagrams, Use Case Diagrams, Class Diagrams, Sequence Diagrams, Statechart Diagrams, Design Patterns |
| 21ISE55X | Professional Elective-I | Professional Elective Course | 3 | Advanced Data Structures, Software Testing, Python Programming, Big Data Analytics, Introduction to Machine Learning, Computer Graphics and Visualization |
| 21ISOE56X | Open Elective-I | Open Elective Course | 3 | Data Science for Engineers, Introduction to AI & ML, Basic IoT, Introduction to Data Structures, Introduction to Object Oriented Programming, C++ Programming, Java Programming |
| 21ISL57 | Computer Networks Lab | Professional Core Lab | 1 | Network commands (ping, tracert), Socket programming, Protocol analysis (Wireshark), Routing algorithms implementation |
| 21ISL58 | Object-Oriented Modeling & Design Lab | Professional Core Lab | 1 | UML tool usage, Use case diagrams, Class diagrams, Sequence diagrams, State diagrams |
Semester 6
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21IS61 | Full Stack Development | Professional Core Course | 3 | Front-end Technologies (HTML, CSS, JavaScript), Back-end Frameworks (Node.js/Python/Java), Databases (SQL/NoSQL), RESTful APIs, Deployment Strategies |
| 21IS62 | Web Technologies | Professional Core Course | 3 | HTML5 and CSS3, JavaScript and DOM, AJAX and JSON, XML and Web Services, Web Security Fundamentals |
| 21IS63 | Artificial Intelligence & Machine Learning | Professional Core Course | 3 | Introduction to AI, Problem Solving Agents, Knowledge Representation, Machine Learning Concepts, Supervised Learning, Unsupervised Learning |
| 21ISE64X | Professional Elective-II | Professional Elective Course | 3 | Advanced Computer Architecture, Network Security, Data Mining, Natural Language Processing, Distributed Computing, Reinforcement Learning |
| 21ISE65X | Professional Elective-III | Professional Elective Course | 3 | Game Theory, Social Network Analysis, Speech and Audio Processing, Digital Forensics, Virtual and Augmented Reality, Quantum Computing |
| 21ISOE66X | Open Elective-II | Open Elective Course | 3 | Python Programming for Engineers, R Programming for Data Science, Fundamentals of Cloud Computing, Blockchain and Cryptography, Introduction to Cyber Security, Fundamentals of IoT |
| 21ISL67 | Full Stack Development Lab | Professional Core Lab | 1 | Front-end framework development, Back-end framework implementation, Database integration, API development and testing, Full stack application deployment |
| 21ISL68 | Artificial Intelligence & Machine Learning Lab | Professional Core Lab | 1 | Python for ML libraries, Supervised learning algorithms, Unsupervised learning algorithms, Model evaluation and hyperparameter tuning |
| 21ISP69 | Mini Project | Project Work | 2 | Project planning and scope definition, System design and architecture, Implementation and coding, Testing and debugging, Documentation and presentation |
Semester 7
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21ISE71X | Professional Elective-IV | Professional Elective Course | 3 | Advanced Database Management Systems, Web Services, Mobile Computing, Software Project Management, Digital Image Processing, Wireless Sensor Networks |
| 21ISE72X | Professional Elective-V | Professional Elective Course | 3 | Advanced Computer Networks, Information Retrieval, Software Defined Networks, Human Computer Interaction, Service-Oriented Architecture, Big Data Systems |
| 21ISOE73X | Open Elective-III | Open Elective Course | 3 | Fundamentals of Image Processing, Introduction to Web Programming, Digital Marketing, Supply Chain Management, Operations Management, Entrepreneurship Development |
| 21ISP74 | Project Work Phase - I | Project Work | 2 | Problem Identification, Literature Survey, Requirement Analysis, System Design, Project Proposal Writing |
| 21ISI75 | Internship | Internship | 2 | Real-world Industry Exposure, Application of Technical Skills, Professional Communication, Problem Solving in Industry, Report Writing |
Semester 8
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| 21ISE81X | Professional Elective-VI | Professional Elective Course | 3 | Data Analytics with R, Wireless Communication, System Software, Storage Area Networks, Augmented Reality and Virtual Reality, Geographical Information System |
| 21ISP82 | Project Work Phase - II | Project Work | 10 | Advanced Implementation, Rigorous Testing and Debugging, System Optimization, Final Documentation, Project Presentation and Viva |
| 21ISS83 | Technical Seminar | Project Work | 1 | Research Topic Selection, Comprehensive Literature Review, Technical Content Presentation, Effective Communication Skills, Q&A Handling |
