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B-TECH in Computer Science And Engineering at Bundelkhand Institute of Engineering & Technology

Bundelkhand Institute of Engineering & Technology, Jhansi, established in 1986, is a premier government autonomous engineering institute. Affiliated with AKTU, Lucknow, its sprawling 250-acre campus offers diverse B.Tech, M.Tech, MBA, and MCA programs, recognized for academic strength and placements.

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Jhansi, Uttar Pradesh

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About the Specialization

What is Computer Science and Engineering at Bundelkhand Institute of Engineering & Technology Jhansi?

This Computer Science and Engineering program at Bundelkhand Institute of Engineering & Technology, Jhansi, focuses on equipping students with a robust foundation in computing principles and advanced technological skills. The curriculum is designed to meet the dynamic demands of the Indian IT industry, emphasizing both theoretical knowledge and practical application, crucial for innovation and problem-solving in a rapidly evolving digital landscape. It aligns with the growing need for skilled professionals in areas like AI, Machine Learning, and Cybersecurity.

Who Should Apply?

This program is ideal for fresh graduates from 10+2 science streams aspiring to enter the high-growth IT sector in India. It also serves as a strong foundation for those interested in pursuing higher studies or research in computer science. Individuals with a keen analytical mind, strong problem-solving aptitude, and a passion for technology innovation, particularly in software development, data science, and artificial intelligence, will thrive in this curriculum.

Why Choose This Course?

Graduates of this program can expect to secure diverse career paths in leading Indian and multinational IT companies as software developers, data analysts, cybersecurity specialists, and AI engineers. Entry-level salaries typically range from INR 4-7 LPA, with significant growth potential to INR 10-20+ LPA for experienced professionals. The curriculum prepares students for industry-recognized certifications and leadership roles in software development, project management, and technology architecture.

Student Success Practices

Foundation Stage

Master Programming Fundamentals- (Semester 1-2)

Dedicate consistent effort to mastering core programming languages like C and Java. Practice regularly on online platforms to build strong logical thinking and problem-solving skills, which are foundational for all advanced CS topics.

Tools & Resources

GeeksforGeeks, HackerRank, CodeChef, Online C/Java Compilers

Career Connection

A strong foundation in programming is essential for cracking technical rounds in placements and for building efficient software solutions in any entry-level developer role.

Build Strong Data Structures & Algorithms (DSA)- (Semester 1-2)

Focus intensely on understanding and implementing various data structures and algorithms. Participate in weekly coding challenges and competitive programming contests to improve speed and accuracy in solving complex problems.

Tools & Resources

LeetCode, TopCoder, AlgoExpert, NPTEL courses on DSA

Career Connection

DSA proficiency is the cornerstone for interviews at top product-based companies in India and is critical for designing scalable and optimized software.

Engage in Peer Learning & Collaborative Projects- (Semester 1-2)

Form study groups to discuss complex topics and work on small academic projects together. Learning from peers enhances understanding, develops teamwork skills, and helps in identifying different approaches to problem-solving.

Tools & Resources

GitHub, Discord/WhatsApp groups, College Project Labs

Career Connection

Teamwork and collaboration are highly valued in the industry. Experience in group projects simulates real-world development environments, improving employability.

Intermediate Stage

Develop Core Application Skills- (Semester 3-5)

Beyond theoretical knowledge, focus on building practical applications using technologies like Object-Oriented Programming (OOP) in Java/Python, Database Management Systems (DBMS) with SQL, and foundational Web Technologies (HTML, CSS, JS).

Tools & Resources

IntelliJ IDEA/Eclipse, MySQL/PostgreSQL, VS Code, MDN Web Docs

Career Connection

These skills are directly applicable in most software development roles, providing a tangible portfolio of work for internships and job applications.

Seek Early Industry Exposure through Internships- (Semester 3-5)

Actively search for summer internships (even unpaid or short-term) in relevant startups or local IT companies. This provides invaluable real-world experience, helps clarify career interests, and builds professional networks.

Tools & Resources

Internshala, LinkedIn Jobs, College Placement Cell, Local Tech Meetups

Career Connection

Internships are often prerequisites for final placements and offer insights into industry expectations, giving you a competitive edge.

Participate in Hackathons & Tech Competitions- (Semester 3-5)

Join college-level, regional, and national hackathons and coding competitions. These events push you to innovate under pressure, work in teams, and build proof-of-concept solutions, sharpening your technical and soft skills.

Tools & Resources

Devpost, Major League Hacking (MLH), IIT/NIT Hackathons

Career Connection

Winning or even participating actively in such events boosts your resume, demonstrates initiative, and provides excellent networking opportunities with industry professionals.

Advanced Stage

Specialize in Emerging Technologies- (Semester 6-8)

Choose electives and undertake projects in trending areas like Machine Learning, Cloud Computing, Cybersecurity, or IoT. Deepen your expertise through online courses, certifications, and building complex, specialized projects.

Tools & Resources

Coursera/edX (Google, AWS, Microsoft courses), Kaggle, GitHub repositories for specific tech stacks

Career Connection

Specialized skills are highly sought after in the Indian job market, leading to niche roles with higher compensation and greater impact.

Focus on Capstone Projects & Research- (Semester 6-8)

Invest significant time in your final year project (Project-I & Project-II). Aim for a project that addresses a real-world problem, showcases your accumulated skills, and potentially leads to a research paper or startup idea.

Tools & Resources

IEEE Xplore, ACM Digital Library, ResearchGate, Faculty Mentorship

Career Connection

A strong capstone project is often the highlight of your resume and interview discussions, demonstrating your ability to conceive, develop, and complete a significant technical undertaking.

Intensive Placement Preparation- (Semester 6-8)

Engage in rigorous placement preparation, including mock interviews (technical and HR), aptitude test practice, resume building workshops, and group discussions. Network with alumni for mentorship and insights into specific company requirements.

Tools & Resources

Glassdoor, AmbitionBox, PrepInsta, College Alumni Network

Career Connection

Dedicated preparation is crucial for converting skills into job offers, ensuring you are confident and articulate during the final stages of recruitment by Indian tech companies.

Program Structure and Curriculum

Eligibility:

  • 10+2 with Physics, Mathematics as compulsory subjects, and one of Chemistry/Biotechnology/Biology/Technical Vocational subject. Minimum 45% marks (40% for SC/ST category) in the qualifying examination. Admission through UPSEE/JEE Main rank.

Duration: 4 years / 8 semesters

Credits: 162 Credits

Assessment: Internal: 30%, External: 70%

Semester-wise Curriculum Table

Semester 1

Subject CodeSubject NameSubject TypeCreditsKey Topics
KAS101Engineering PhysicsCore3Wave Optics, Quantum Mechanics, Laser, Fiber Optics, Superconductivity
KAS103Engineering Mathematics-ICore4Matrices, Differential Calculus-I, Differential Calculus-II, Multiple Integrals, Vector Calculus
KCS101Programming for Problem SolvingCore3Introduction to Programming, Control Statements, Functions & Arrays, Pointers & Strings, Structures & File Handling
KEC101Basic Electronics EngineeringCore3PN Junction Diode, Bipolar Junction Transistor, FET & Transistor Biasing, Operational Amplifiers, Digital Electronics
KAS151Engineering Physics LabLab1Experiments related to optics, Electrical circuits, Semiconductors
KCS151Programming for Problem Solving LabLab1C programming exercises, Loops and functions, Arrays and pointers, Strings and structures
KEC151Basic Electronics Engineering LabLab1Diode characteristics, BJT characteristics, Rectifiers, Logic gates
KME151Engineering Graphics & DesignLab1.5Orthographic Projections, Isometric Projections, Sectional Views, CAD tools
KVE101Universal Human ValuesCore1Self-Exploration, Human Aspirations, Harmony in Human Being, Family & Society, Nature & Existence

Semester 2

Subject CodeSubject NameSubject TypeCreditsKey Topics
KAS201Engineering ChemistryCore3Water and its Treatment, Electrochemistry & Corrosion, Instrumental Methods of Analysis, Spectroscopic Techniques, Organic Reactions & Synthesis
KAS203Engineering Mathematics-IICore4Ordinary Differential Equations, Laplace Transforms, Fourier Series, Partial Differential Equations, Complex Variables
KCS201Data Structure & AlgorithmsCore3Introduction to Data Structures, Arrays & Linked Lists, Stacks & Queues, Trees, Graphs & Hashing
KEE201Basic Electrical EngineeringCore3DC Circuits, AC Circuits, Three Phase Circuits, Electrical Machines, Electrical Safety
KAS251Engineering Chemistry LabLab1Volumetric analysis, Viscosity measurements, Acid-base titrations
KCS251Data Structure & Algorithms LabLab1Implementation of arrays, Linked lists, Stacks and queues, Trees and graphs, Sorting and searching algorithms
KEE251Basic Electrical Engineering LabLab1Ohm''''s Law verification, Kirchhoff''''s Laws, Thevenin''''s and Norton''''s theorems, Transformer characteristics
KCE251Computer Aided Engineering GraphicsLab1.5CAD software basics, 2D and 3D drawing commands, Part modeling and assembly, Isometric and Orthographic views using CAD
KVE201Constitution of IndiaCore1Preamble, Fundamental Rights, Directive Principles, Union & State Governments, Amendment Procedures

Semester 3

Subject CodeSubject NameSubject TypeCreditsKey Topics
KAS301Probability & StatisticsCore4Probability Concepts, Random Variables, Probability Distributions, Sampling Distribution & Hypothesis Testing, Regression & Correlation
KCS301Discrete Structures & Theory of LogicCore4Set Theory, Relations & Functions, Algebraic Structures, Propositional & Predicate Logic, Graph Theory
KCS302Object Oriented ProgrammingCore3Introduction to OOP, Classes & Objects, Inheritance, Polymorphism, Exception Handling & File I/O
KCS303Computer Organization & ArchitectureCore3Basic Computer Organization, Instruction Set Architecture, CPU Design, Memory Hierarchy, I/O Organization
KCS351Object Oriented Programming LabLab1Java/C++ programming exercises, Class & object implementation, Inheritance and polymorphism, Abstract classes and interfaces
KCS352Computer Organization & Architecture LabLab1Assembly language programming, CPU simulation tools, Memory addressing schemes, Performance analysis
KCS353Discrete Structure LabLab1Set operations implementation, Logic gate simulations, Graph traversals, Boolean algebra simplification
KNC301/KNC302Computer System Security / Cyber Law & EthicsNon-Credit1.5Cybercrime types, Network security principles, Digital forensics basics, IT Act provisions, Intellectual Property Rights

Semester 4

Subject CodeSubject NameSubject TypeCreditsKey Topics
KAS401Human Values & Professional EthicsCore3Value Education, Ethical Dilemmas, Professional Ethics, Global Issues, Human Rights
KCS401Operating SystemCore3Introduction to OS, Process Management, CPU Scheduling, Memory Management, File Systems
KCS402Database Management SystemCore3Database Concepts, Relational Model, SQL, Normalization, Transaction Management
KCS403Theory of Automata & Formal LanguagesCore4Finite Automata, Regular Expressions, Context-Free Grammars, Pushdown Automata, Turing Machine
KCS404Design & Analysis of AlgorithmsCore4Algorithm Analysis, Divide & Conquer, Dynamic Programming, Greedy Algorithms, Graph Algorithms
KCS451Operating System LabLab1Shell programming, Process creation and management, CPU scheduling algorithms, Deadlock detection and avoidance
KCS452Database Management System LabLab1SQL queries, Schema design, Data manipulation with DDL/DML, Database connectivity with programming language
KCS453Design & Analysis of Algorithms LabLab1Implementation of sorting algorithms, Graph algorithms (DFS, BFS), Dynamic programming solutions, Greedy algorithm applications
KNC401/KNC402Human Computer Interaction / Technical CommunicationNon-Credit1.5HCI principles, User interface design, Usability testing, Technical report writing, Presentation skills

Semester 5

Subject CodeSubject NameSubject TypeCreditsKey Topics
KCS501Compiler DesignCore4Introduction to Compilers, Lexical Analysis, Syntax Analysis, Semantic Analysis, Code Generation & Optimization
KCS502Web TechnologyCore3HTML, CSS, JavaScript, Server-side Scripting (PHP/ASP.NET), Database Connectivity, Web Security, Web Frameworks
KCS503Artificial IntelligenceCore3Introduction to AI, Search Algorithms, Knowledge Representation, Machine Learning Basics, Expert Systems
KCS504Computer NetworkCore3Network Models (OSI, TCP/IP), Physical Layer, Data Link Layer, Network Layer (IP, Routing), Transport & Application Layer
KCS051Software EngineeringProfessional Elective-I3Software Process Models, Requirements Engineering, Design Engineering, Software Testing, Project Management
Open Elective-IOpen Elective3
KCS551Compiler Design LabLab1Lexical analyzer using Lex, Parser using YACC, Code generation techniques
KCS552Web Technology LabLab1Web page design with HTML/CSS, JavaScript programming, Database integration with web apps
KCS553Artificial Intelligence LabLab1Prolog/Python AI programming, Implementation of search algorithms, Expert system shells
KCS554Computer Network LabLab1Network protocols simulation, Socket programming, Packet analysis with Wireshark
KCS555Professional Elective-I Lab (Software Engineering Lab)Lab1Case tools for software design, UML diagrams, Software testing frameworks
KNC501Universal Human Values (II)Non-Credit0Harmony with self, Harmony in family, Harmony in society

Semester 6

Subject CodeSubject NameSubject TypeCreditsKey Topics
KCS601Machine LearningCore4Introduction to ML, Supervised Learning, Unsupervised Learning, Deep Learning Basics, Reinforcement Learning
KCS602Cryptography & Network SecurityCore3Classical Cryptography, Symmetric Key Algorithms, Asymmetric Key Algorithms, Network Security Protocols (SSL/TLS), Digital Signatures & Certificates
KCS603Mobile ComputingCore3Introduction to Mobile Computing, Wireless Communication Technologies, Mobile IP, Mobile Operating Systems (Android/iOS), Mobile Application Development
KCS061Data AnalyticsProfessional Elective-II3Data Preprocessing, Statistical Methods for Data Analysis, Machine Learning for Data, Big Data Technologies, Data Visualization Techniques
Open Elective-IIOpen Elective3
KCS651Machine Learning LabLab1Python ML libraries (Scikit-learn), Model training and evaluation, Regression and classification tasks, Clustering algorithms
KCS652Cryptography & Network Security LabLab1Implementation of encryption/decryption, Digital certificates generation, Network security tools (e.g., Nmap), Firewall configuration
KCS653Mobile Computing LabLab1Android/iOS app development, UI design for mobile, Using mobile services (GPS, Camera)
KCS654Professional Elective-II Lab (Data Analytics Lab)Lab1Data cleaning and preprocessing, Statistical analysis using R/Python, Data visualization tools, Exploratory Data Analysis
KNC601/KNC602Environmental Science / Disaster ManagementNon-Credit0Environmental pollution and control, Natural resource management, Disaster types and impacts, Mitigation and preparedness strategies

Semester 7

Subject CodeSubject NameSubject TypeCreditsKey Topics
KCS701Distributed SystemCore3Introduction to Distributed Systems, Communication in DS, Synchronization in DS, Consistency & Replication, Fault Tolerance & Security
KCS702Data Warehousing & Data MiningCore3Data Warehousing Concepts, OLAP, Data Preprocessing, Association Rule Mining, Classification & Clustering
KCS071Cloud ComputingProfessional Elective-III3Cloud Fundamentals, Service Models (IaaS, PaaS, SaaS), Deployment Models, Virtualization Technology, Cloud Security
KCS072Internet of ThingsProfessional Elective-IV3IoT Architecture, Sensors & Actuators, IoT Protocols (MQTT, CoAP), Data Analytics for IoT, IoT Security and Privacy
Open Elective-IIIOpen Elective3
KCS751Distributed System LabLab1RPC and RMI implementation, Distributed file systems, Concurrency control in DS, Message passing interfaces
KCS752Data Warehousing & Data Mining LabLab1Data warehouse design (star schema), ETL operations, Data mining algorithms using tools, Reporting and visualization
KCS753Project-IProject3Problem identification and analysis, System design and architecture, Implementation and testing, Project documentation and presentation
KCS754Professional Elective-III Lab (Cloud Computing Lab)Lab1Cloud service platforms (AWS/Azure/GCP), Virtual machine deployment, Containerization (Docker, Kubernetes), Serverless computing
KCS755Professional Elective-IV Lab (Internet of Things Lab)Lab1IoT device programming (Arduino/Raspberry Pi), Sensor and actuator integration, Data acquisition from IoT devices, Cloud platform integration for IoT

Semester 8

Subject CodeSubject NameSubject TypeCreditsKey Topics
KCS801Image ProcessingCore3Image Fundamentals, Image Enhancement, Image Restoration, Image Segmentation, Object Recognition
KCS081Big Data AnalyticsProfessional Elective-V3Big Data Concepts, Hadoop Ecosystem, Spark Framework, NoSQL Databases, Stream Processing
Open Elective-IVOpen Elective3
KCS851Project-IIProject6Comprehensive design and implementation, Advanced problem-solving, System integration and testing, Research and innovation, Final presentation and report
KCS852Industrial Training/InternshipCore3On-the-job experience in industry, Application of theoretical knowledge, Professional skill development, Project work in industry, Internship report and presentation
KCS853SeminarCore1Literature review on advanced topics, Technical presentation skills, Public speaking and communication, In-depth analysis of a chosen topic
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