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B-TECH in Computer Science Engineering at Amity University, Kolkata
Kolkata, West Bengal
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About the Specialization
What is Computer Science & Engineering at Amity University, Kolkata Kolkata?
This Computer Science & Engineering program at Amity University, North 24 Parganas, West Bengal, focuses on foundational principles and advanced applications of computing. It''''s tailored to meet the evolving demands of the Indian IT industry, emphasizing both theoretical knowledge and practical skill development. The curriculum integrates core CS subjects with emerging technologies like AI, Machine Learning, and Cybersecurity, preparing students for dynamic career roles.
Who Should Apply?
This program is ideal for high school graduates with a strong aptitude for mathematics and science, aspiring to build a career in technology. It also caters to individuals passionate about problem-solving, innovation, and understanding the intricate workings of software and hardware. Those seeking to contribute to India''''s digital transformation across various sectors will find this program highly beneficial.
Why Choose This Course?
Graduates of this program can expect to pursue diverse career paths in India, including Software Developer, Data Analyst, AI Engineer, Cybersecurity Analyst, and Cloud Architect. Entry-level salaries typically range from INR 3-6 LPA, growing significantly with experience to INR 10-25 LPA+. The program also lays a strong foundation for pursuing higher studies or professional certifications relevant to the Indian tech landscape.
Student Success Practices
Foundation Stage
Master Programming Fundamentals Early- (Semester 1-2)
Dedicate significant time to understanding basic programming concepts (C, Python) and data structures. Practice daily coding problems to build logical thinking and problem-solving skills. Utilize online platforms for competitive programming and skill challenges.
Tools & Resources
HackerRank, CodeChef, GeeksforGeeks, Online C/Python tutorials
Career Connection
Strong fundamentals are crucial for cracking coding interviews and excelling in initial software development roles, forming the backbone for all advanced CSE concepts.
Build a Strong Mathematical & Scientific Base- (Semester 1-2)
Focus on understanding Engineering Mathematics, Applied Physics, and Basic Electrical Engineering concepts thoroughly. These subjects provide the theoretical underpinnings for advanced computer science topics, particularly in algorithms and hardware.
Tools & Resources
NCERT Textbooks (for revision), Khan Academy, NPTEL lectures for engineering subjects
Career Connection
A solid grasp of math and science enhances analytical skills, which are vital for roles in data science, AI research, and embedded systems development.
Develop Effective Study Habits & Peer Learning- (Semester 1-2)
Form study groups to discuss complex topics, share insights, and prepare for exams collectively. Regularly review course material, make concise notes, and actively participate in class discussions. Seek clarification from professors for difficult concepts.
Tools & Resources
WhatsApp/Discord study groups, University Library resources, Office hours with professors
Career Connection
Collaborative learning fosters teamwork, a critical skill in industry, and improves understanding, leading to better academic performance which positively impacts internships and placements.
Intermediate Stage
Engage in Hands-on Project Development- (Semester 3-5)
Actively participate in mini-projects related to Object-Oriented Programming, Database Management, and Web Development. Apply theoretical knowledge to build practical applications, even small ones. Document your projects thoroughly.
Tools & Resources
GitHub for version control, VS Code/IntelliJ IDEA, MySQL/PostgreSQL, Frontend frameworks (React/Angular)
Career Connection
Practical projects demonstrate your abilities to potential employers, enriching your resume and providing concrete examples for technical interviews, essential for developer roles.
Seek Industry Exposure through Internships & Workshops- (Semester 3-5)
Look for summer internships or industrial training programs after semesters 4 or 5. Attend workshops and seminars organized by the department or industry experts on trending technologies like AI, Cloud, or IoT. Network with professionals.
Tools & Resources
LinkedIn, Internshala, College placement cell notices, Industry conferences
Career Connection
Internships provide real-world experience, build industry contacts, and often lead to pre-placement offers, significantly boosting career prospects in the competitive Indian job market.
Specialize in a Niche and Compete- (Semester 3-5)
Identify an area of interest within CSE (e.g., AI/ML, Cybersecurity, Web Development) and take relevant online courses or participate in hackathons and coding competitions focused on that specialization. Build a portfolio of specialized projects.
Tools & Resources
Coursera, edX, Kaggle, Devfolio, Major League Hacking
Career Connection
Specialized skills make you a more attractive candidate for specific roles and companies, helping you stand out and potentially secure higher-paying positions in your chosen domain.
Advanced Stage
Undertake a Significant Major Project- (Semester 6-8)
Choose a challenging final-year project that integrates multiple CSE domains. Work diligently on research, design, implementation, and testing, demonstrating a comprehensive understanding of engineering principles. Document and present your work professionally.
Tools & Resources
Project management tools (Jira, Trello), Advanced IDEs, Cloud platforms (AWS, Azure, GCP), Research papers
Career Connection
A strong major project showcases your ability to deliver end-to-end solutions, crucial for R&D roles, product development, or even starting your own venture, highly valued by Indian startups and MNCs.
Intensive Placement Preparation & Mock Interviews- (Semester 6-8)
Start preparing for placements early by practicing aptitude tests, logical reasoning, and verbal ability. Conduct mock interviews (technical and HR) with peers, seniors, or career services. Refine your resume and cover letter to highlight your skills and projects.
Tools & Resources
Glassdoor, AmbitionBox, PrepInsta, College career services
Career Connection
Effective preparation is key to securing good placements. This practice directly translates into success in the rigorous recruitment processes of top IT companies in India.
Cultivate Professional Networking and Mentorship- (Semester 6-8)
Attend industry events, alumni meets, and connect with professionals on LinkedIn. Seek mentorship from faculty or industry veterans to gain insights into career paths, industry trends, and job market expectations. Build a strong professional brand online.
Tools & Resources
LinkedIn, Alumni portals, Industry meetups in Kolkata
Career Connection
Networking opens doors to hidden job opportunities, valuable career advice, and potential collaborations, which are vital for long-term career growth and leadership roles in the Indian tech ecosystem.
Program Structure and Curriculum
Eligibility:
- Minimum 50% aggregate in 10+2 with Physics, Chemistry, and Mathematics (PCM) from a recognized board. Final year students are also eligible.
Duration: 4 years / 8 semesters
Credits: 160-170 (Approximate, varies slightly by electives) Credits
Assessment: Internal: 40%, External: 60%
Semester-wise Curriculum Table
Semester 1
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| BPY101 | Applied Physics | Core | 3 | Quantum Physics, Semiconductor Physics, Electromagnetism, Wave Optics, Laser Physics |
| BPY151 | Applied Physics Lab | Lab | 1 | Experimental Techniques, Measurements, Data Analysis, Scientific Reporting |
| BMA101 | Engineering Mathematics - I | Core | 4 | Differential Calculus, Integral Calculus, Matrices, Vector Calculus, Complex Numbers |
| BME101 | Engineering Graphics & Design | Core | 3 | Orthographic Projections, Isometric Views, Sectional Views, CAD Tools, Machine Drawing |
| BCS101 | Programming for Problem Solving | Core | 3 | C Programming Fundamentals, Control Flow, Functions, Arrays and Pointers, Structures and Unions |
| BCS151 | Programming for Problem Solving Lab | Lab | 2 | C Programming Exercises, Debugging Skills, Algorithm Implementation |
| HVE101 | Human Values & Ethics | Elective (Mandatory) | 2 | Ethical Dilemmas, Professional Ethics, Social Responsibility, Human Rights, Value Systems |
Semester 2
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| BCH101 | Environmental Science & Engineering | Core | 3 | Ecosystems, Pollution Control, Renewable Energy, Environmental Impact, Sustainable Development |
| BMA102 | Engineering Mathematics - II | Core | 4 | Linear Algebra, Ordinary Differential Equations, Partial Differential Equations, Laplace Transforms, Fourier Series |
| BEC101 | Basic Electrical Engineering | Core | 3 | DC Circuits, AC Circuits, Transformers, Electrical Machines, Power Systems |
| BEC151 | Basic Electrical Engineering Lab | Lab | 1 | Circuit Analysis, Measurement Techniques, Electrical Components, Simulation Tools |
| BWS101 | Workshop Practice | Lab | 2 | Carpentry, Welding, Fitting, Sheet Metal Work, Machining |
| BCS102 | Data Structures | Core | 3 | Arrays and Linked Lists, Stacks and Queues, Trees and Graphs, Sorting Algorithms, Hashing |
| BCS152 | Data Structures Lab | Lab | 2 | Implementation of Data Structures, Algorithm Efficiency Analysis, Problem Solving |
| BCO101 | Professional Communication | Core | 2 | Oral Communication, Written Communication, Presentation Skills, Group Discussion, Technical Report Writing |
Semester 3
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| BMA201 | Discrete Mathematics | Core | 3 | Set Theory, Logic and Proofs, Graph Theory, Combinatorics, Boolean Algebra |
| BCS201 | Computer Organization & Architecture | Core | 3 | Digital Logic Circuits, CPU Organization, Memory Hierarchy, I/O Organization, Pipelining |
| BCS202 | Object Oriented Programming using Java | Core | 3 | OOP Concepts, Classes and Objects, Inheritance, Polymorphism, Exception Handling |
| BCS252 | Object Oriented Programming using Java Lab | Lab | 2 | Java Programming, GUI Development, Data Handling, OOP Project |
| BCS203 | Database Management Systems | Core | 3 | Relational Model, SQL Queries, ER Diagrams, Normalization, Transaction Management |
| BCS253 | Database Management Systems Lab | Lab | 2 | SQL Practice, Database Design, Mini Project |
| BMA202 | Probability & Statistics | Core | 3 | Probability Distributions, Hypothesis Testing, Regression Analysis, Random Variables, Statistical Inference |
Semester 4
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| BCS204 | Operating Systems | Core | 3 | Process Management, Memory Management, File Systems, I/O Systems, Deadlocks |
| BCS254 | Operating Systems Lab | Lab | 2 | Shell Scripting, System Calls, Process Scheduling, Memory Allocation |
| BCS205 | Design & Analysis of Algorithms | Core | 3 | Algorithm Complexity, Divide and Conquer, Dynamic Programming, Greedy Algorithms, Graph Algorithms |
| BCS255 | Design & Analysis of Algorithms Lab | Lab | 2 | Algorithm Implementation, Performance Benchmarking, Problem Solving |
| BCS206 | Software Engineering | Core | 3 | Software Development Life Cycle, Requirements Engineering, Software Design, Testing and Maintenance, Project Management |
| BCS207 | Microprocessors & Microcontrollers | Core | 3 | 8086 Architecture, Assembly Language, Interfacing Techniques, Peripheral Devices, Microcontroller Basics |
| BCS257 | Microprocessors & Microcontrollers Lab | Lab | 2 | Assembly Language Programming, Hardware Interfacing, Embedded Systems |
| BMP201 | Mini Project - I | Project | 2 | Problem Identification, Design & Implementation, Testing, Report Writing |
Semester 5
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| BCS301 | Theory of Computation | Core | 3 | Finite Automata, Regular Expressions, Context-Free Grammars, Turing Machines, Undecidability |
| BCS302 | Computer Networks | Core | 3 | OSI and TCP/IP Models, Network Topologies, Routing Protocols, Network Security, Wireless Networks |
| BCS352 | Computer Networks Lab | Lab | 2 | Socket Programming, Network Configuration, Packet Tracing, Network Simulation |
| BCS303 | Artificial Intelligence | Core | 3 | Problem Solving, Search Algorithms, Knowledge Representation, Machine Learning Basics, Expert Systems |
| BCS353 | Artificial Intelligence Lab | Lab | 2 | Prolog/Python Programming, AI Algorithm Implementation, Mini AI Project |
| BCSEXXX | Department Elective - I | Elective | 3 | Advanced Data Structures, Digital Image Processing, Compiler Design, Web Technology |
| BHVXXX | Behavioral Science/Foreign Language | Elective (Mandatory) | 2 | Communication Skills, Interpersonal Skills, Cross-Cultural Understanding, Basic Grammar |
Semester 6
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| BCS304 | Compiler Design | Core | 3 | Lexical Analysis, Syntax Analysis, Semantic Analysis, Intermediate Code Generation, Code Optimization |
| BCS305 | Machine Learning | Core | 3 | Supervised Learning, Unsupervised Learning, Deep Learning Basics, Reinforcement Learning, Model Evaluation |
| BCS355 | Machine Learning Lab | Lab | 2 | Python Libraries (Scikit-learn, TensorFlow), Data Preprocessing, Model Training, Project |
| BCSEXXX | Department Elective - II | Elective | 3 | Cloud Computing, Big Data Analytics, Cyber Security, Internet of Things (IoT) |
| BCSEXXX | Department Elective - III | Elective | 3 | Natural Language Processing, Computer Graphics, Augmented Reality, Distributed Systems |
| BMP301 | Mini Project - II | Project | 2 | Advanced Problem Solving, System Development, Demonstration, Technical Documentation |
| BIN301 | Industrial Internship | Internship | 3 | Industry Exposure, Real-world Project Experience, Professional Networking, Skill Application |
Semester 7
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| BCS401 | Cryptography & Network Security | Core | 3 | Symmetric Key Cryptography, Asymmetric Key Cryptography, Hashing, Digital Signatures, Firewalls & IDS |
| BCSEXXX | Department Elective - IV | Elective | 3 | Data Science, Software Project Management, Mobile Application Development, Blockchain Technology |
| BCSEXXX | Open Elective - I | Elective (Open) | 3 | Interdisciplinary Topics, Entrepreneurship, Financial Management, Digital Marketing |
| BPR401 | Major Project - I | Project | 6 | Literature Review, Problem Definition, System Design, Prototype Development |
| BCS451 | Advanced Computing Lab | Lab | 2 | Advanced Tools & Technologies, Research Implementation, Complex Problem Solving |
Semester 8
| Subject Code | Subject Name | Subject Type | Credits | Key Topics |
|---|---|---|---|---|
| BCSEXXX | Department Elective - V | Elective | 3 | Quantum Computing, Robotics, Computer Vision, Ethical Hacking |
| BCSEXXX | Open Elective - II | Elective (Open) | 3 | Environmental Studies, Sociology, Psychology, Foreign Language Advanced |
| BPR402 | Major Project - II | Project | 10 | System Implementation, Testing & Evaluation, Thesis Writing, Project Defense |
