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CO-PO Mapping

CO-PO MAPPING

COs Principles of Programming Language(ES-227A)
CO1 Explain the concepts of programming language, the general problems and methods related to syntax and semantics.
CO2 Interpret the structured data objects, sub programs and programmer defined data type.
CO3 Outline the sequence control and data control.
CO4 Apply the concepts of storage management using programming languages.
CO5 Implementing the subprogram call and return.
CO6 Classify procedural, non procedural and object oriented programming language.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3 1
CO3 3 1
CO4 3 2 2 2
CO5 3 2 2 3 2
CO6 3 2 2 3
AVG 3 1.75 1.75 3 2
COs Data Structure and Algorithms(PC-CS-201A)
CO1 Define data structures like array, stack, queues and linked list.
CO2 Explain insertion, deletion and traversing operations on data structures.
CO3 Identify the asymptotic notations to find the complexity of an algorithm.
CO4 Compare various searching and sorting techniques.
CO5 Choose appropriate data structure while designing the algorithms.
CO6 Design advance data structures using non linear data structures.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3
CO3 3 2 2 2
CO4 3 2 2 2
CO5 3 3 2 2 2
CO6 3 3 3 3 2
AVG 3 2.5 2.25 2.25 2
COs Digital Electronics(ES-207A)
CO1 Explain the concept of Boolean algebra and logic gates.
CO2 Illustrate the realisation of Boolean expressions using logic gates.
CO3 Apply the design procedure to construct basic combinational circuits.
CO4 Analysis of synchronous and asynchronous sequential circuits using flip flops.
CO5 Interpretation of various types of memories with their operations.
CO6 Discuss the various programmable logic devices.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1 1 1 1 1
CO2 2 2 3 1 1
CO3 2 1 1 1 2
CO4 1 3 3 3 1
CO5 1 1 2 1 2
CO6 1 2 1 1
AVG 1.33 1.6 2.5 1.16 1 2
COs Object Oriented Programming(PC-CS-203A)
CO1 Explain the basic concepts of object oriented programming language and their representation.
CO2 Illustrate dynamic memory allocation functions, access specifiers and the friend functions.
CO3 Demonstrate  the use of constructors, destructors and also the behaviour of inheritance and its implementation.
CO4 Implement polymorphism and overloading of operators.
CO5 Apply the I/O operations to handle backup system using files and to develop general purpose templates.
CO6 Handle raised exception while implementing various object oriented concepts.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3
CO3 3
CO4 3 2 3 2
CO5 3 3 3 2 2
CO6 3 3 3 3 2
AVG 3 2.67 3 2.5 2
COs Mathematics-III(BS-205 A)
CO1 Explain the various fundamental concepts of Fourier Series.
CO2 Develop the tool of sequence and series for learning advanced Engineering Mathematics.
CO3 Illustrate effective mathematical tools for solution of differential equations that model physical processes.
CO4 Recognize multiple integral concepts that are encountered in the real world.
CO5 Analyze the concept of Vector functions.
CO6 Evaluate the line, surface and volume integrals by converting them one to another.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 2 3 3
CO2 3 3 2 3 3
CO3 3 3 2 3 3
CO4 3 3 2 3 3
CO5 3 3 2 3 3
CO6 3 3 2 3 3
AVG 3 3 2 3 3
COs Business Intelligence and Entrepreneurship(HM-902A )
CO1 Define entrepreneurship and factors related to economic developments.
CO2 Explain entrepreneurial opportunity search.
CO3 Identify the product, conduct market studies and project report preparation.
CO4 Define and understand small enterprises launching formalities
CO5 Demonstrate the role of support institutions and management of small business.
CO6 Explain the legal issues for entrepreneurs.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1 1 3 2 1 3 1
CO2 1 1 3 2 3
CO3 1 2 3 3 2 3 3 1
CO4 2 3 3
CO5 2 3 3 1
CO6 3 3 3 1
AVG 1 1.3 2.5 3 2 1 3 3 1
COs Data Structure and Algorithms Lab(PC-CS-205AL)
CO1 Implement linear and non linear data structures using linked list.
CO2 Apply various data structures such as stack, queue and tree to solve the problems.
CO3 Implement various searching and sorting techniques.
CO4 Analyze the complexity of the algorithms.
CO5 Choose appropriate data structure while designing the applications.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 2
CO2 3 2 2 2
CO3 3 2 2 2
CO4 3 3 2 2
CO5 3 3 2 2 2
AVG 3 2.5 2 2 2
COs Digital Electronics Lab(ES-209AL )
CO1 Define the digital trainer Kit and associated equipment.
CO2 Study and design of TTL Gates.
CO3 Analysis the working of Half adders and full Adders.
CO4 Examine the procedures for the analysis and design of Multiplexers and de-multiplexers.
CO5 Implement the designing of BCD to seven segment displays.
CO6 Designing of various types of sequential circuits like flip flops, registers.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1 1
CO2 2 2 1
CO3 2 2 3 2 2 2 2
CO4 3 2 3 2 2 2 2
CO5 3 3 2 1 2
CO6 1 2 3 2 2 2
AVG 2.25 2 2.8 2 1.83 1.75 1.66
COs Object Oriented Programming Lab(PC-CS-207AL)
CO1 Implement object oriented concepts such as objects, class  abstraction and message passing.
CO2 Implement the friend function and function overloading.
CO3 Implement Operator overloading, Inheritance and method overriding.
CO4 Implement virtual function to achieve Run time polymorphism.
CO5 Implement the various functions on String.
CO6 Apply I/O operation to handle file system.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 2
CO2 3 2
CO3 3 2
CO4 3 2 2 2 2 2
CO5 3 2 2
CO6 3 2 2 2 2 2
AVG 3 2 2 2 2
COs Discrete Mathematics(PC-CS-202A)
CO1 Explain the various fundamental concepts of the Set theory and Logics.
CO2 Apply the Inclusion and Exclusion Principal to optimize the internal and external validity of the study.
CO3 Illustrate the concept of relations and Diagraph to analyse the area of greatest impact for improvement.
CO4 Create the application part of lattices in distributed computing and Data mining.
CO5 Explain the concept of Functions and combinatiories.
CO6 Analyse the concept of Algebraic Structures.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3 2 1 2 2
CO3 3 2
CO4 3 2 2 2 2
CO5 3 2
CO6 3 2 2 2
AVG 3 2 1.67 2 2
COs Internet Technology and Management(PC-CS-204A)
CO1 Explain the concepts of internetworking techniques with their characteristics.
CO2 Illustrate the requirement for WWW format and techniques.
CO3 Define the email functioning and basics of HTML,XML and DHTML.
CO4 Recognize the functioning of servers and privacy, security related mechanism.
CO5 Differentiate between different Web Extensions and Web Services.
CO6 Design web sites using HTML, XML and DHTML.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3
CO3 3
CO4 3 1
CO5 3 1 1 1 2
CO6 3 2 3 2 2
AVG 3 1.33 2 1.5 2
COs Operating Systems(PC-CS-206A)
CO1 Explain the structure and functions of Operating system.
CO2 Illustrate the concept of concurrency.
CO3 Analyze processes, threads and scheduling algorithms.
CO4 Outline the concepts of deadlock.
CO5 Distinguish between various memory management scheme.
CO6 Explain I/O management and file system, concepts of protection and security.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3 2
CO3 3 2 1
CO4 3 2
CO5 3 2 2
CO6 3 2 2
AVG 3 2 1.67
COs Design and Analysis of Algorithms(PC-CS-208A)
CO1 Identify appropriate data structure as applied to specific problem domain and examine computational complexities.
CO2 Illustrate Dynamic programming strategies and Greedy strategies.
CO3 Determine and Distinguish the concept of Advance data structures.
CO4 Examine various graph algorithms and their complexities.
CO5 Outline the basic concepts of computational complexities.
CO6 Define and memorize various flow and sorting networks
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 2 3 2 2
CO2 3 2 2 2 2 2
CO3 3 3 2 2 2 2
CO4 3 3 3 3 2 2
CO5 3 3 3 3 2 2
CO6 3 3 3 3 2 2
AVG 3 2.83 2.5 2.67 2 2
COs Organizational Behaviour(HM-921A )
CO1 Explain organizational behaviour as a discipline and understand the concept of individual behaviour.
CO2 Illustrate the concept and importance of personality, emotions and its importance in decision making and effective leadership.
CO3 Demonstrate the importance of effective motivation and its contribution in group dynamics and resolving conflicts.
CO4 Explain how to overcome organizational stress by maintaining proper organizational culture and effective communication.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1 2 1
CO2 1
CO3 2
CO4 3
AVG 1 2 3 1 1
COs Internet Technology and Management Lab(PC-CS-210AL)
CO1 Define the basics of MS office and their application.
CO2 Demonstrate the use of various HTML tags.
CO3 Develop web page using HTML.
CO4 Illustrate the working of modem and email system.
CO5 Design a website using HTML and CSS.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1
CO2 3
CO3 3 2 2 1 2
CO4 2
CO5 3 3 2 1 2
AVG 2.4 2.5 2 1 2
COs Operating Systems Lab(PC-CS-212AL)
CO1 Implement various CPU scheduling algorithms.
CO2 Implement various page replacement algorithm.
CO3 Explain the process of system call.
CO4 Apply the various file operations.
CO5 Implement various disk scheduling algorithms.
CO6 Implement various classical problems.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 2 2 2 2
CO2 3 2 2 2 2
CO3 3 2 2
CO4 3 2 2
CO5 3 2 2 2 2
CO6 3 2 2 2 2
AVG 3 2 2 2 2
COs Design and Analysis of Algorithms Lab(PC-CS-214AL)
CO1 Formulate and Design algorithms for various computing problems
CO2 Demonstrate a familiarity with major algorithms and data structures.
CO3 Solve problems to analyze the time and Space Complexity
CO4 Implement a given problem using different algorithm designing techniques
CO5 Synthesize efficient algorithms in common engineering design situations.
CO6 Redefine the existing algorithm to improve the efficiency
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 2 3 2 2 2
CO2 3 2 2 2 2 2 2
CO3 3 3 2 2 2 2 2
CO4 3 3 3 3 2 2 2
CO5 3 3 3 3 2 2 2
CO6 3 3 3 3 2 2 2
AVG 3 2.83 2.5 2.67 2 2 2
COs Microprocessor and Interfacing(ES-301A)                                                                             
CO1 Understanding the Architecture, Instruction set and addressing modes of 8086 microprocessor.
CO2 Analyze the instruction set of 8086 microprocessor.
CO3 Implement the assembly language programming of 8086 microprocessor.
CO4 Design the memory (RAM/ROM) interfacing with 8086 microprocessor.
CO5 Design and implement the interfacing of interrupts, basic I/O and DMA with 8086 Microprocessor.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1 1 1 1
CO2 1 3 1 1 3 1 1
CO3 3 2 2 1 3 2 1
CO4 2 2 3 2 3 2
CO5 3 2 3 2 3 2
AVG 2 2 2 1.5 3 2.25 1.4
COs Database Management System(PC-CS-301A)                                                                             
CO1 Illustrate the concept of Database Management System.
CO2 Explain Entity Relationship Diagrams.
CO3 Identify and apply the SQL, Relational Algebra and Relational Calculus queries.
CO4 Illustrate concept of functional dependencies and determine normalization.
CO5 Explain the concept of Transaction Processing.
CO6 Elaborate the concept of Concurrency control and Failure Recovery.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 2 2 2 2 2
CO2 3 2 3 2 2 2
CO3 3 3 3 1 2 2
CO4 3 3 3 1 2 2
CO5 3 3 3 1 2 2
CO6 3 3 3 1 2 2
AVG 3 2.67 2.83 1.33 2 2
COs Formal language and Automata Theory(PC-CS-303A)                                                                             
CO1 Outline the fundamental concepts in automata theory and formal languages.
CO2 Explain context-free grammars, properties of languages, grammars and automata with rigorously formal mathematical method.
CO3 Differentiate and manipulate formal descriptions of push down automata, its applications and transducer machines
CO4 Illustrate the basic properties of Turing machines and computing the tractability and decidability with Turing machine.
CO5 Analyze the limitations of computational models and possible methods of proving them.
CO6 Apply Automata Theory concepts in engineering applications like designing of compilers.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 3 1 1 2
CO2 3 3 3 1 1 2
CO3 3 3 3 1 1 2
CO4 3 3 3 2 1 2
CO5 3 3 3 1 1 2
CO6 3 3 3 3 2 3
AVG 3 3 3 1.5 1.16 2.16
COs Essential of Information Technology(PC-CS-305A)                                                                             
CO1 Define the object oriented concepts and JVM Architecture.
CO2 Explain packages, interfaces, exception handling and APIs .
CO3 Develop the Graphical User Interface using Swings, Applets, Interface and Package.
CO4 Build connection with database using Java Database Connectivity.
CO5 Design and develop web based application using java Servlets.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3 2 2
CO3 3 2 3 2 3 2 2
CO4 3 3 3 2 3 2 2
CO5 3 3 3 3 3 2 2
AVG 3 2.5 2.75 2.33 3 2 2
COs Computer Organization & Architecture(PC-CS-30A)                                                                             
CO1 Define the functional unit of the processor such as the register file and arithmetic logical unit and with the basic of system topic
CO2 Interpret the design trade‐offs in designing and constructing a computer processor.
CO3 Analyze the CPU design including the RISC/CISC architectures.
CO4 Demonstrate the basic knowledge of I/O devices and interfacing of I/O devices with computer.
CO5 Explain the Direct Memory Access Transfer and CPU-IOP communication.
CO6 Explain and Summarize Asynchronous Serial Transfer.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 1 2 3 3 3 3 3
CO3 1 3 2 3 2 2 3
CO4 3 1 3 1 2 1 3
CO5 3 2 1 3 1 2 2
CO6 3 3 2 2 3 1 3
AVG 2.3 1.8 1.8 2 1.8 1.5 2.3
COs Advanced Algorithms(PC-CS-T307A)                                                                             
CO1 Formulate and analyse the algorithms and respective complexities
CO2 Demonstrate a familiarity with major algorithms and data structures.
CO3 Analyse and Implement the examples of different types of problems.
CO4 Categorization of problems on the basis of implementation.
CO5 Synthesize efficient algorithms in common engineering design situations.
CO6 Redefine the existing algorithm to improve the efficiency.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 2 3 2 2
CO2 3 2 2 2 2 2
CO3 3 3 2 2 2 2
CO4 3 3 3 3 2 2
CO5 3 3 3 3 2 2
CO6 3 3 3 3 2 2
AVG 3 2.83 2.5 2.67 2 2
COs Database Management System Lab(PC-CS-309AL)                                                                             
CO1 Illustrate the basic DDL commands
CO2 Illustrate DCL and DML commands.
CO3 Demonstrate SQL queries using SQL operators.
CO4 Explain the concept of relational algebra.
CO5 Implement various queries using date and group functions and elaborate nested queries.
CO6 Construct views, cursor and triggers.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 2 2 2 1 3 2
CO2 3 2 3 2 3 3 2
CO3 3 3 3 1 3 3 2
CO4 3 3 3 1 3 3 2
CO5 3 3 3 1 3 3 2
CO6 3 3 3 1 3 2 2
AVG 3 2.67 2.83 1.33 2.67 2.83 2
COs Essential of Information Technology Lab(PC-CS-311AL)                                                                             
CO1 Implement object oriented concepts including Interfaces, Package, Exception Handling and Collection API.
CO2 Design Graphical User Interface using Swings, AWT and Event Handling.
CO3 Build connections through Java Database Connectivity (JDBC).
CO4 Design and develop web based applications using Java Servlets.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3 2 3 2 2
CO3 3 2 3 2 3 2 2
CO4 3 3 3 3 3 2 2
AVG 3 2.33 3 2.5 3 2 2
COs Unix and Linux Programming(CSE-401N)                                                                             
CO1 Describe basic and advanced Unix commands.
CO2 Explain the role of filters and file compression techniques.
CO3 Apply knowledge of programming language development tools.
CO4 Utilize the knowledge of Unix/Linux system administration and networking.
CO5 Analyze and understand genesis and diversity of both Linux and Unix system utilities
CO6 Describe current research trends in Operating System (Linux being the reference Operating System).
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2 2 1 3 3 2 2
CO2 3 3 1 2 2 2 2
CO3 3 3 1 2 2 3 2
CO4 3 3 1 2 2 3 3
CO5 3 2 1 2 2 3 3
CO6 3 2 1 2 2 3 3
AVG 2.83 2.50 1.00 2.17 2.17 2.67 2.50
COs Computer Graphics and Animation(CSE-403N)                                                                             
CO1 Explain the basics of computer graphics, different graphics systems and applications of computer graphics.
CO2 Explore the background and standard line and circle drawing algorithms.
CO3 Exposure of various transformation approaches and its comparative analysis.
CO4 Illustrate Projection and clipping with explore different techniques.
CO5 Outline the concepts of parametric conditions and properties of beizer curves, beizer surfaces.
CO6 Apply design principles to create different curves and explore hidden lines and surface techniques.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1 3 3 1
CO2 2 3 3 2 2 2
CO3 2 3 3 1 2 2
CO4 1 3 3 2 2 2
CO5 1 1 2 1 2 2
CO6 2 3 3 1 3 3
AVG 1.5 2.67 2.83 1.33 2.2 2.2
COs Cryptography and Information Security(CSE-419N)                                                                             
CO1 Discuss the basics of network security and cryptography.
CO2 Explain the various standards Symmetric Encryption algorithms used to provide confidentiality.
CO3 Explain the various standards Asymmetric Encryption algorithms to achieve authentication.
CO4 Demonstrate encryption techniques to secure data in transit across network.
CO5 Explore the knowledge of key exchange protocols.
CO6 Examine the effects on digitized security.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1 2
CO2 1 3 2 1 2
CO3 1 3 2 1 2
CO4 2 2 1 1 2
CO5 2 2 2 1 3
CO6 3 3 3 2 3
AVG 1.67 2.6 2 1.33 2.4
COs Expert System(CSE-425N)                                                                             
CO1 Examine the fundamentals and terminologies of expert system.
CO2 Describe the modern view of Artificial Intelligence as study of agent that percepts from the Environment and perform actions.
CO3 Implement various knowledge representation techniques for acquisition and validate various structures in experts system domain.
CO4 Describe AI techniques to solve social, industrial and environmental problems.
CO5 Identify and Develop simple applications making use of Expert System Tools.
CO6 Interpret professional aspects in multi-disciplinary approach to meet global standards towards design, realizing and manufacturing.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 1 1 2 1 2
CO2 2 2 1 1 2 2
CO3 2 1 2 3 3 2
CO4 3 2 3 2 1 3
CO5 1 2 3 1 3 2
CO6 1 1 3 2 3 2
AVG 2 1.5 2.17 1.83 2.17 2.17
COs Computer Graphics Lab(CSE-405N)                                                                             
CO1 Implement basic algorithms related to line & circle drawing.
CO2 Implement various line & circle drawing algorithms.
CO3 Hands on experiments on 2D transformations.
CO4 Conceptual implementation of clipping and other drawing algorithms.
CO5 Describe the importance of viewing and projections.
CO6 Implements the properties of Beizer curves in computer graphics.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1 1 1 1 1 2
CO2 1 1 1 1 1 2
CO3 1 1 1 2 1 2
CO4 1 1 1 2 1 2
CO5 1 1 2 3 2 2
CO6 1 1 2 3 2 2
AVG 1 1 1.33 2 1.33 2
COs Unix and Linux Programming Lab(CSE-409N)                                                                             
CO1 Illustrate the basic Unix general purpose commands
CO2 Build shell script using bash shell
CO3 Develop advanced shell programs using different filters and compression techniques
CO4 Compile various c projects using makefile
CO5 Change the ownership and file permission using advance Unix Commands.
CO6 Demonstrate the role and responsibilities of Unix system Administrator.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2 2 1 2 2 2 2
CO2 2 2 1 2 2 2 2
CO3 2 2 1 3 2 3 2
CO4 2 2 1 3 2 3 2
CO5 2 2 1 3 2 3 2
CO6 2 2 1 3 2 3 2
AVG 2.00 2.00 1.00 2.67 2.00 2.67 2.00
COs NEURAL NETWORKS & FUZZY LOGIC(CSE-402N)
CO1 Explain the basics, characteristics, applications of neural network.
CO2 Demonstrate theoretical and practical aspects of Hopfield, Feed Forward Back Propagation & Counter Propagation Neural Network.
CO3 Model McCllouch-Pitts & Perceptron neural network and Linear Separability.
CO4 Explain theoretical and practical aspects of Optical Neural Networks. Bidirectional Associative & Adaptive Resonance Theory Neural Network.
CO5 Apply the knowledge of Neural Networks, Fuzzy Logic & genetic Algorithm for solving a problem in the field of Data Mining, Computer Graphics, Digital Image Processing, Artificial intelligence, Robotics, Electronics, Networking.
CO6 Analyse basic concept of Genetic Algorithm and neocognitron.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 1 2 1 3
CO2 3 3 1 2 1 3
CO3 3 3 1 2 1 3
CO4 3 3 1 2 1 3
CO5 3 3 1 2 1 3
CO6 3 3 1 2 1 3
AVG 3 3 1 2 1 3
COs Mobile Apps Development(CSE-404N)                                                                             
CO1 Explain Android Platform, its architecture and features.
CO2 Design and implementation of user interface, database application and content providers.
CO3 Analysis of hardware components and security issues in Android.
CO4 Evaluating multimedia, camera and location based services in Android application.
CO5 Creating and implementing test cases to analyze performance of Android application.
CO6 Illustrate the packaging and distribution of mobile applications.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 2 3 2 3 3
CO2 3 3 2 3 3 3 3
CO3 2 3 3 3 3 3 3
CO4 3 3 3 3 3 3 3
CO5 3 3 3 3 3 3 3
CO6 3 3 3 3 3 3 3
AVG 2.83 2.83 2.83 2.83 3 3 3
COs Software Testing(CSE-412N)
CO1 Explain the fundamentals of software testing.
CO2 Illustrate the limitation of testing process.
CO3 Analyze the design of test cases for different testing techniques.
CO4 Create test strategies and plans, deign test case, prioritize and execute them.
CO5 Apply various testing activities in effective manner.
CO6 Illustrate the significance of software testing in web and object oriented techniques.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3
CO3 3 2 2 2 3
CO4 3 2 2 2 3
CO5 3 2 2 2 3
CO6 3 2 3
AVG 3 2 2 2 3
COs Cloud Computing (CSE-420N)
CO1 Explain the various paradigm of cloud computing and computing techniques.
CO2 Articulate the concepts ,key technologies, strength and limitation of cloud computing and possible application
CO3 Identify the architecture and infrastructure of cloud computing including SaaS, PaaS,Iaas, public cloud, private cloud and hybrid cloud.
CO4 Interpret various data, scalability and cloud services to acquire efficient database for cloud storage.
CO5 Describe the appropriate cloud computing solutions and recommendations according to application used.
CO6 Explain the core issues of cloud computing such as security, privacy and interoperability and deal with controlling mechanism for accessing sage cloud service.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3
CO2 3 3
CO3 3 3 3 3 2 3
CO4 3 3 3 3 2 3
CO5 3 3 3 3 2 3
CO6 3 3 3 3 2 3
AVG 3 3 3 3 2 3
COs Mobile Apps Development Lab(CSE-406N)                                                                             
CO1 Explain the components and structure of mobile application development frameworks for Android based mobiles.
CO2 Explain how to work with various mobile application development frameworks.
CO3 Illustrate the basic and important design components and issues of development of mobile applications
CO4 Apply the location identifier using GPS in an application.
CO5 Create new applications to handheld devices.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 1 3 2 2
CO2 3 1 2 3 2 2
CO3 3 1 2 3 2 2
CO4 3 2 2 2 3 2 3
CO5 3 2 2 3 3 2 3
AVG 3 1.40 2.00 2.50 3.00 2.00 2.40
COs Computer Hardware and Troubleshooting Lab(CSE-408N)                                                                             
CO1 Explain the hardware components that make computer hardware.
CO2 Assemble/setup and upgrade personal computer hardware.
CO3 Perform installation, configuration and upgrading of microcomputer hardware and software.
CO4 Diagnose and troubleshoot microcomputer system hardware and software and other peripheral equipments.
CO5 Experiment the soldering and unsoldering.
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2
CO2 2 2
CO3 2 2
CO4 2 2
CO5 2
CO6 2
AVG 2 2