Computer Science & Engineering

COs & CO-PO Mapping

Course-PO/PSO matrix: Academic Year 2023-24

Second Year and Third Year subjects under the new scheme

COs

Principles of Programming Language (ES-227A)/Third Semester

BL

CO1 Explain the concepts of programming language, the general problems and methods related to syntax and semantics.

2

CO2 Interpret the structured data objects, sub programs and programmer defined data type.

3

CO3 Outline the sequence control and data control.

3

CO4 Apply the concepts of storage management using programming languages.

3

CO5 Implementing the subprogram call and return.

3

CO6 Classify procedural, non-procedural and object oriented programming language.

2,4

COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1

2

CO2

2

1 2

CO3

2

2 2

CO4

2

2 2 2
CO5

2

2 2 2 2

CO6

3

3 2 3 2

AVG

2.17

2 2 2.5 2

COs

Data Structure and Algorithms (PC-CS-201A) /Third Semester

BL

CO1 Define data structures like array, stack, queues and linked list.

1

CO2 Explain insertion, deletion and traversing operations on data structures.

2

CO3 Identify the asymptotic notations to find the complexity of an algorithm.

2

CO4 Compare various searching and sorting techniques.

2,4

CO5 Choose appropriate data structure while designing the algorithms.

3

CO6 Design advance data structures using nonlinear data structures.

3,6

COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1

2

CO2

2

CO3

2

1 1 2 2

CO4

3

3 2 2 1

CO5

3

2 2 2 3

2

CO6

3

2 3 3 3

2

AVG

2.5

2 2 2.25  –  –  – 2.25

2

COs

Digital Electronics (ES-207A) /Third Semester

BL

CO1 Explain the concept of Boolean algebra and logic gates.

2

CO2 Illustrate the realization of Boolean expressions using logic gates.

2

CO3 Apply the design procedure to construct basic combinational circuits.

3

CO4 Analysis of synchronous and asynchronous sequential circuits using flip flops.

4

CO5 Interpretation of various types of memories with their operations.

2

CO6 Discuss the various programmable logic devices.

2

COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1

2

1

CO2

2

1 3 1

CO3

2

2 3 2

CO4

3

3 2 3

CO5

1

1 2

CO6

1

2

AVG

1.83

1.75 2.4 1.75

COs

Object Oriented Programming (PC-CS-203A) /Third Semester

BL

CO1 Explain the basic concepts of object-oriented programming language and their representation.

2

CO2 Illustrate dynamic memory allocation functions, access specifiers and the friend functions.

2

CO3 Demonstrate the use of constructors, destructors and also the behaviour of inheritance and its implementation.

3

CO4 Implement polymorphism and overloading of operators.

3

CO5 Apply the I/O operations to handle backup system using files and to develop general purpose templates.

3

CO6 Handle raised exception while implementing various object-oriented concepts.

4

COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1

2

CO2

2

CO3

3

2 2 2

2

CO4

3

2 3 2

2

CO5

3

3 3 2 2

2

CO6

3

3 3 3 2

2

AVG

2.67

2.5 2.75 2.5 2

2

COs

Mathematics-III (BS-205 A) /Third Semester

BL

CO1 Explain the various fundamental concepts of Fourier Series.

2

CO2 Develop the tool of sequence and series for learning advanced Engineering Mathematics.

3

CO3 Illustrate effective mathematical tools for solution of differential equations that model physical processes.

3

CO4 Recognize multiple integral concepts that are encountered in the real world.

4

CO5 Analyze the concept of Vector functions.

4

CO6 Evaluate the line, surface and volume integrals by converting them one to another.

3

COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1

2

2

2

CO2

3

2

CO3

3

3 2 2 2

2

CO4

3

3 2 2

CO5

3

3 2 2 2

2

CO6

2

2 2 2

AVG

2.6

2.75 2 2 2

2

COs

Business Intelligence and Entrepreneurship (HM-902A) /Third Semester

BL

CO1 Define entrepreneurship and factors related to economic developments.

2

CO2 Explain entrepreneurial opportunity search.

2

CO3 Identify the product, conduct market studies and project report preparation.

4,3

CO4 Define and understand small enterprises launching formalities

2

CO5 Demonstrate the role of support institutions and management of small business.

3

CO6 Explain the legal issues for entrepreneurs.

2

COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1

1 2

CO2

1 2

CO3

3 1 2 3 3 3

CO4

1 1 2 2 2 2

CO5

2 3 1 3

CO6

3 2 2

AVG

 –

1.5 1 2  – 2.5  – 1.67 2.67 2.5  –  –

COs

Data Structure and Algorithms Lab (PC-CS-205AL) /Third Semester

BL

CO1 Implement linear and nonlinear data structures using linked list.

3

CO2 Apply various data structures such as stack, queue and tree to solve the problems.

3

CO3 Implement various searching and sorting techniques.

3

CO4 Analyze the complexity of the algorithms.

4,5

CO5 Choose appropriate data structure while designing the applications.

5

COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1

3

3 2 2

2

CO2

3

2 2 2

2

CO3

3

2 2 2 2

2

CO4

3

3 3 2 2

2

CO5

3

3 3 2 3

3

AVG

3

2.6 2.4 2 2.2

2.2

COs

Digital Electronics Lab (ES-209AL) /Third Semester

BL

CO1 Conduct the experiments on digital trainer kit and associated equipment.

3,4

CO2 Implement and design of TTL Gates.

3

CO3 Analysis the working of Half adders and full Adders.

4

CO4 Examine the procedures for the analysis and design of Multiplexers and de-multiplexers.

3,5

CO5 Implement the designing of BCD to seven segment displays.

3

CO6 Designing of various types of sequential circuits like flip flops, registers.

3

COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2 3 1
CO2 2 2 2 1
CO3 2 3 2
CO4 2 2 3 1 2
CO5 2 2 3 1 2
CO6 2 2 3 1 2 2
AVG 2 2.33 2.33 1 2 1.75
COs Object Oriented Programming Lab (PC-CS-207AL) /Third Semester BL
CO1 Implement object-oriented concepts such as objects, class abstraction and message passing. 3
CO2 Implement the friend function and function overloading. 3
CO3 Implement Operator overloading, Inheritance and method overriding. 3
CO4 Implement virtual function to achieve Run time polymorphism. 3
CO5 Implement the various functions on String. 3
CO6 Apply I/O operation to handle file system. 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3 1 2 1 1
CO3 3 2 2 2 2 2
CO4 3 2 2 2 2 2
CO5 3 1 1
CO6 3 2 2 2 2 2
AVG 3 2 1.75 1.8 1.6 1.75
COs Seminar on Summer internship  (SIM-201A)/Third Semester BL
CO1 Review and comprehend the identified literature 4
CO2 Prepare relevant presentations 6
CO3 Deliver a presentation effectively 3
CO4 Ask/Answer the questions appropriately 5
CO5 Write pertinent seminar reports and make effective seminar presentations 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3
CO2 3
CO3 3
CO4 3
CO5 3
AVG 3 3
COs Discrete Mathematics (PC-CS-202A)/ Forth Semester BL
CO1 Explain the various fundamental concepts of the Set theory and Logics. 2
CO2 Apply the Inclusion and Exclusion Principal to optimize the internal and external validity of the study. 3
CO3 Illustrate the concept of relations and Diagraph to analyze the area of greatest impact for improvement. 2
CO4 Create the application part of lattices in distributed computing and Data mining. 3
CO5 Explain the concept of Functions and combinatiories. 2
CO6 Analyze the concept of Algebraic Structures. 4
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2
CO2 2 2 1 2 2 2
CO3 2 2 2
CO4 3 2 3 2 2 2
CO5 2 2
CO6 3 3 1
AVG 2.33 2.25 1.75 2 2 2
COs Internet Technology and Management (PC-CS-204A) / Forth Semester BL
CO1 Explain the concepts of internetworking techniques with their characteristics. 2
CO2 Illustrate the requirement for WWW format and techniques. 2
CO3 Define the email functioning and basics of HTML, XML and DHTML. 1
CO4 Recognize the functioning of servers and privacy, security related mechanism. 2
CO5 Differentiate between different Web Extensions and Web Services. 2
CO6 Design web sites using HTML, XML and DHTML. 6,3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3 1
CO3 2 2 2 3 2
CO4 3 2  1 3 2 2
CO5 3 2 2 2 2
CO6 3 2 3 2 3 3 2
AVG 2.83 2 2 2.33 2.3 2.5 2
COs Operating Systems (PC-CS-206A) / Forth Semester BL
CO1 Explain the structure and functions of Operating system. 2
CO2 Illustrate the concept of concurrency. 2
CO3 Analyze processes, threads and scheduling algorithms. 4
CO4 Outline the concepts of deadlock. 2
CO5 Distinguish between various memory management schemes. 4,5
CO6 Explain I/O management and file system, concepts of protection and security. 2
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2
CO2 2
CO3 3 3 2 2
CO4 2  –
CO5 3 2 2
CO6 2 1 2 2
AVG 2.33 2 2 2
COs Design and Analysis of Algorithms (PC-CS-208A) / Forth Semester BL
CO1 Identify appropriate data structure as applied to specific problem domain and examine computational complexities. 4
CO2 Illustrate Dynamic programming strategies and Greedy strategies. 2
CO3 Determine and distinguish the concept of Advance data structures. 4
CO4 Examine various graph algorithms and their complexities. 3
CO5 Outline the basic concepts of computational complexities. 2
CO6 Define and memorize various flow and sorting networks 1
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 2 2 2 2
CO3 3 2 2 3 2 2
CO4 3 2 3 2 2 2
CO5 2 2 3 3 2 2
CO6 2 2 3 2 2 2
AVG 2.67 2 2.5 2.33 2 2
COs Universal Human Values II: Understanding Harmony (HTM-901A)/ Forth Semester BL
CO1 Understand the principles of value education and the process of self-exploration for achieving happiness and prosperity. 2
CO2 Analyze the harmony between the Self and Body to promote well-being and health. 4
CO3 Apply values like trust, respect, and justice to build harmonious human relationships. 3
CO4 Explore the interconnections between nature, existence, and human activities for ecological balance. 3
CO5 Integrate ethical understanding into professional practices for people- and eco-friendly solutions. 5
CO6 Examine holistic case studies to transition towards a Universal Human Order. 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2 1 1 2 2 3 1 1 3 2 2
CO2 1 1 1 3 3 3 1 1 3 1 2
CO3 1 1 1 3 3 3 2 3 1 3 2 2
CO4 1 1 3 1 2 3 1 1 1 3 1 3
CO5 1 1 3 1 3 3 3 1 1 3 2 3
CO6 1 1 2 3 1 3 3 3 3 3 2 3 3 3
AVG 1.16 1 1.83 1.67 1 2.67 2.83 2.67 1.5 1.67 1.5 3 1.83 2.5
COs Internet Technology and Management Lab (PC-CS-210AL) / Forth Semester BL
CO1 Application of MS office 3
CO2 Implementation of the various HTML tags. 3
CO3 Develop web page using HTML, XML, JScript. 3
CO4 Installation and use of modem and email system. 3
CO5 Design a website using HTML and CSS. 6,3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1
CO2 2 2
CO3 3 2 2 2 2 2
CO4 1 2
CO5 3 2 3 2 2 3
AVG 2 2 2.5 2  2 2.25
COs Operating Systems Lab (PC-CS-212AL) / Forth Semester BL
CO1 Implement various CPU scheduling algorithms. 3
CO2 Evaluate various page replacement algorithm. 5
CO3 Implement the process of system call. 3
CO4 Apply the various file operations. 3
CO5 Implement various disk scheduling algorithms. 3
CO6 Analyze various classical problems. 4
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 1
CO4 3 2
CO5 3 2 2 3 2 2
CO6 3 2 2 3 2 2
AVG 3 2 1.83 2.5 2 2
COs Design and Analysis of Algorithms Lab (PC-CS-214AL) / Forth Semester BL
CO1 Formulate and Design algorithms for various computing problems 6
CO2 Apply algorithms and data structures in real world problems. 3
CO3 Solve problems to analyze the time and Space Complexity 4
CO4 Implement a given problem using different algorithm designing techniques 3
CO5 Synthesize efficient algorithms in common engineering design situations. 6
CO6 Redefine the existing algorithm to improve the efficiency 5
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2 2 3 2 1
CO2 2 2 2 2 1
CO3 2 3 2 3 2 1
CO4 2 2 3 2 2 2
CO5 3 2 3 2 2 2
CO6 3 2 3 3 2 2
AVG 2.33 2.17 2.67 2.33 1.67 1.75
COs Environmental Sciences (MC-901A) / Forth Semester BL
CO1 The students will be able to learn the importance of natural resources. 6
CO2 To learn the theoretical and practical aspects of eco system. 3
CO3 Will be able to learn the basic concepts of conservation of biodiversity. 4
CO4 The students will be able to understand the basic concept of sustainable development. 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2 2 2 2 1
CO2 3 2 1 3
CO3 3 3 3 2 2
CO4 2 3 3 3 3 3
AVG 2 2.5 2.75 2.5 2.66 2 2.25
COs Microprocessor and Interfacing (ES-301A) / Fifth Semester                                                                              BL
CO1 Understanding the Architecture, Instruction set and addressing modes of 8086 microprocessor. 2
CO2 Analyze the instruction set of 8086 microprocessors. 3
CO3 Implement the assembly language programming of 8086 microprocessor. 3
CO4 Design the memory (RAM/ROM) interfacing with 8086 microprocessors. 3
CO5 Design and implement the interfacing of interrupts, basic I/O and DMA with 8086 Microprocessor. 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2
CO2 2 2
CO3 2 1 3
CO4 2 1 3 2
CO5 2 2 3 2
AVG 2 1.5 3 2
COs Database Management System (PC-CS-301A) / Fifth Semester                                                                             BL
CO1 Illustrate the concept of Database Management System. 2
CO2 Explain Entity Relationship Diagrams. 2
CO3 Identify and apply the SQL, Relational Algebra and Relational Calculus queries. 3
CO4 Illustrate concept of functional dependencies and determine normalization. 2
CO5 Explain the concept of Transaction Processing. 2
CO6 Elaborate the concept of Concurrency control and Failure Recovery. 2
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 1
CO2 3 2 2 1 2 2
CO3 3 3 3 3 3 3
CO4 3 2 2 2 2 3
CO5 3 2 2 3 2 2
CO6 3 2 2 3 2 2
AVG 3 2.2 2.2 2.4 2 2.4
COs Formal language and Automata Theory (PC-CS-303A) / Fifth Semester                                                                             BL
CO1 Outline the fundamental concepts in automata theory and formal languages. 2
CO2 Explain context-free grammars, properties of languages, grammars and automata with rigorously formal mathematical method. 2
CO3 Differentiate and manipulate formal descriptions of push down automata, its applications and transducer machines 4
CO4 Illustrate the basic properties of Turing machines and computing the tractability and decidability with Turing machine. 2
CO5 Analyze the limitations of computational models and possible methods of proving them. 4
CO6 Apply Automata Theory concepts in engineering applications like designing of compilers. 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 1
CO2 3 2 1
CO3 3 2 1 2 2 2
CO4 3 2 3 2 2 2
CO5 3 3 3 2 2
CO6 3 2 3 3 2 2
AVG 3 2.2 2.3 2.5 1.67 2
COs Essential of Information Technology (PC-CS-305A) / Fifth Semester                                                                             BL
CO1 Define the object-oriented concepts and JVM Architecture. 1
CO2 Explain packages, interfaces, exception handling and APIs. 2
CO3 Develop the Graphical User Interface using Swings, Applets, Interface and Package. 3
CO4 Build connection with database using Java Database Connectivity. 3
CO5 Design and develop web-based application using java Servlets. 6,3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 1
CO2 3 1
CO3 3 2 3 3 2 3 2
CO4 3 3 3 3 2 3 2
CO5 3 3 3 3 2 3 2
AVG 3 2.67 2.2 3 2 3 2
COs Computer Organization & Architecture (PC-CS-307A) / Fifth Semester                                                                             BL
CO1 Define the functional unit of the processor such as the register file and arithmetic logical unit and with the basic of system topic 1
CO2 Interpret the design trade‐offs in designing and constructing a computer processor. 2
CO3 Analyze the CPU design including the RISC/CISC architectures. 4
CO4 Demonstrate the basic knowledge of I/O devices and interfacing of I/O devices with computer. 2
CO5 Explain the Direct Memory Access Transfer and CPU-IOP communication. 2
CO6 Explain and Summarize Asynchronous Serial Transfer. 2
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 2 2 3 2 2 2
CO3 3 3 3 1 2 2
CO4 3 2 2
CO5 3 2 2 1
CO6 3 2 2 1
AVG 2.83 2.25 2.4 1.4 2 2
COs Advanced Algorithms (PE-CS-T307A) / Fifth Semester                                                                              BL
CO1 Formulate and analyze the algorithms and respective complexities 3,4
CO2 Demonstrate a familiarity with major algorithms and data structures. 2
CO3 Analyze and implement the examples of different types of problems. 4,3
CO4 Categorization of problems based on implementation. 4
CO5 Synthesize efficient algorithms in common engineering design situations. 6
CO6 Redefine the existing algorithm to improve the efficiency. 4
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 3
CO2 2 2 2
CO3 3 3 2 2 2
CO4 3 3 3 3 3 2
CO5 3 2 2 2 3 3
CO6 3 2 3 3 3 3
AVG 2.83 2.5 2.5 2.5 2.75 2.67
COs Database Management System Lab (PC-CS-309LA) / Fifth Semester                                                                            BL
CO1 Implement the basic DDL commands 3
CO2 Implement DCL and DML commands. 3
CO3 Apply various SQL queries using SQL operators. 3
CO4 Demonstrate the concept of relational algebra. 3
CO5 Create queries using date and group functions and elaborate nested queries. 6
CO6 Construct views, cursor and triggers. 6
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3 1
CO3 3 3 3 2 2
CO4 3 1 2 2 2 2
CO5 3 3 3 3 2 2
CO6 3 3 3 3 2 2
AVG 3 2.2 2.67 2.75 2 2
COs Essential of Information Technology Lab (PC-CS-311LA) / Fifth Semester                                                                             BL
CO1 Implement object-oriented concepts including Interfaces, Package, Exception Handling and Collection API. 3
CO2 Design Graphical User Interface using Swings, AWT and Event Handling. 3
CO3 Build connections through Java Database Connectivity (JDBC). 3
CO4 Design and develop web-based applications using Java Servlets. 6
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3 2 3 3 2 2 2
CO3 3 3 3 2 2 2 2
CO4 3 3 3 3 2 2 3
AVG 3 2.67 3 2.67  2 2 2.33
COs Energy Resource and Management (MC-904A) / Fifth Semester BL
CO1 Outline Energy Resources, Conventional and Non-conventional sources. 2
CO2 Demonstrate the Layout and working of Conventional Power Plants 2
CO3 Demonstrate the Layout and working of Non-Conventional Power Plants. 2
CO4 Explain the Energy Management, Audit and tariffs, Role of Energy in Economic development and Energy Scenario in India 2
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1 1
CO2 3 2 2 2 2 1
CO3 3 2 2 2 2 1
CO4 2 2 2 2 1
AVG 2.25 2 2 2 1.75 1
COs Seminar on Summer internship (SIM-301A)/ Fifth Semester BL
CO1 Review and comprehend the identified literature 4
CO2 Prepare relevant presentations 6
CO3 Deliver a presentation effectively 3
CO4 Ask/Answer the questions appropriately 5
CO5 Write pertinent seminar reports and make effective seminar presentations 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3
CO2 3
CO3 3
CO4 3
CO5 3
AVG 3 3
COs Compiler Design (PC-CS-302A) / Sixth Semester BL
CO1 Outline the fundamental of language translator and compiler design. 2
CO2 Design algorithm for parser. 6
CO3 Explain the concept of intermediate code generation technique. 2
CO4 Demonstrate code optimization technique and fundamental of runtime environment. 3
CO5 Classify error detection and recovery technique. 2
CO6 Illustrate the concept of storage management. 2
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 1 2
CO2 3 3 3 3 3 2
CO3 3 1 1 3
CO4 3 3 2 2 2 2
CO5 3 2 1 2 2 2
CO6 3 2 1 3 2
AVG 3 2.2 1.6 2.2 2.33 2
COs Computer Networks (PC-CS-304A) / Sixth Semester BL
CO1 Outline the basic concept of networking, types, networking topologies and layered architecture. 2
CO2 Explain data link layer and MAC sub-layer. 2
CO3 Demonstrate the network Layer functioning. 3
CO4 Identify the different types of network devices and their functions within a network. 5
CO5 Explain the transport layer and application layer operation. 2
CO6 Design and maintenance of individual networks 6
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 2 2
CO2 3 2 2
CO3 3 1 2 2
CO4 3 3 2
CO5 3 1 2
CO6 3 2 3 3 2 3 2
AVG 3 1.8 2.5 3 2 2.17 2
COs Advance Computer Architecture (PE-CS-S302A) / Sixth Semester BL
CO1 Explain the computational model and micro architectural design of Advance Computer Architecture. 2
CO2 Outline various parallel processing techniques, performance measures and code scheduling. 2
CO3 Identify the role of VLIW Superscalar processor and branch handling techniques for performance improvement. 5
CO4 Analyze various MIMD architecture, various static and dynamic networks for realizing the efficient network. 4
CO5 Explain advance processor technology, memory hierarchy and cache tolerance using directory based and snoopy class of protocols. 2
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 2 2
CO2 3 2 2
CO3 3 2 2 2
CO4 3 3 2 3 2
CO5 3 1 2 3 2 2
AVG 3 2 2 2.5 2 2
COs Unix and Linux Programming (PE-CS-S314A) / Sixth Semester                                                                             BL
CO1 Describe basic and advanced Unix commands. 2
CO2 Explain the role of filters and file compression techniques. 2
CO3 Apply knowledge of programming language development tools. 3
CO4 Utilize the knowledge of Unix/Linux system administration and networking. 3
CO5 Analyze and understand genesis and diversity of both Linux and Unix system utilities 4
CO6 Describe current research trends in Operating System (Linux being the reference Operating System) 2
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 2
CO2 3 2
CO3 3 3 2 2 3
CO4 3 3 2 2 3
CO5 3 3 2 2 1
CO6 3 2 2 2
AVG 3 3 2 2 2 2.17 2
COs Unix and Linux Programming Lab (PC-CS-306LA) / Sixth Semester                                                                               BL
CO1 Demonstrate the basic Unix general purpose commands 3
CO2 Build shell script using bash shell 6
CO3 Develop advanced shell programs using different filters and compression techniques 6
CO4 Compile various c projects using make file 3
CO5 Change the ownership and file permission using advance Unix Commands. 3
CO6 Demonstrate the role and responsibilities of Unix system Administrator. 3
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 3 2 2
CO4 3 3 2 2
CO5 3 2 2 2
CO6 3 1 2
AVG 3 2 2.2 2 2
COs Computer Networks Lab (PC-CS-308LA) / Sixth Semester BL
CO1 Demonstrate OSI Reference Model and in particular have a good knowledge of Layers 1-3 3
CO2 Investigate datagram and internet socket programming 6
CO3 Design and test simple programs to implement networking concepts using Java. 6
CO4 Design simple data transmission using networking concepts and implement. 6
CO5 Compare and analyze different existing protocols. 5
CO6 Analyze the requirements for a given organizational structure and select the most appropriate networking architecture and technologies. 4
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3
CO2 3 2 3 3 2 2
CO3 3 3 1 3 2 2
CO4 3 3 1 3 2 2
CO5 3 2 2 2 2 2
CO6 3 3 3 3 2 3 3
AVG 3 2.33 3 2 2.6 2.2 2.2
COs Soft Skills and Interpersonal Communication (OE-CS-302A) / Sixth Semester BL
CO1 Develop concept of communication and speaking skills. 3
CO2 Develop the ways to improve personality, soft skills and organizational skills. 3
CO3 Develop the thinking ability and expression improvement in group discussion. 3
CO4 Design the effective resume as per industry requirement. 6
CO5 Be ready for personal interview through mock interviews and has knowledge of various interviews. 5
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2 1 3 3 2 2
CO2 3 2 3 3 3 3
CO3 2 3 3 3 3 3
CO4 3 3
CO5 3 3 3
AVG 2.5 2.25 3 3 2.67 2.67
COs Project I PROJ-CS-302A/ Sixth Semester                                                                             BL
CO1 Independently carry out literature survey in identified domain, and consolidate it to formulate a problem statement 4
CO2 Apply identified knowledge to solve a complex engineering problem and design a solution, implement and test the proposed solution 3
CO3 Use synthesis/modeling to simulate and solve a problem or apply appropriate method of analysis to draw valid conclusions and present, demonstrate, execute final version of project 3
CO4 Incorporate the social, environmental and ethical issues effectively into solution of an engineering problem 3
CO5 Contribute effectively as a team member or leader to manage the project timeline 6
CO6 Write pertinent project reports and make effective Project Presentations 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 3 3
CO2 3 3 3 3
CO3 3 3 3 3
CO4 3 3 3
CO5 3 3
CO6 3
ANG 3 3 3 3 3 3 3 3 3 3 3 3 3 3
Final Year B. Tech. subjects under the new Scheme
COs Software Verification and Validation and Testing (PE-CS-D403A)/Seventh Semester BL
CO1 Expose the criteria and parameters for the generation of test cases. 2
CO2 Learn the design of test cases and generating test cases. 2
CO3 Be familiar with test management and software testing activities and V&V activities. 3
CO4 Be exposed to the significance of software testing in web and Object orient techniques. 3
CO5 List a range of different software testing techniques and strategies and be able to apply specific(automated) unit testing method to the projects. 4
CO6 Demonstrate the integration testing which aims to uncover interaction and compatibility problems as early as possible 2
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 2 2 1 3 3
CO2 2 1 2 1 2 3
CO3 3 2 2 2 2 2
CO4 3 2 2 2 2 2
CO5 3 3 2 2 2 2
CO6 3 2 2 2 3
AVG 3 2.5 2 1.67 2.36 2 2.5
COs Neural Networks and Deep Learning (PE-CS-D411A) / Seventh Semester BL
CO1 To learn the basics of artificial neural networks concepts, various neural networks architecture 2
CO2 To explore knowledge of special types of Artificial neural networks 2
CO3 To understand the basics of Deep learning and its applications 4
CO4 To emprise about the different deep learning algorithms 2,3
CO5 To learn about the implementations of deep learning algorithms in diverse research areas to solve real -world problems. 2
CO6 To understand the usability of type of deep Learning algorithms like : RNN,CNN,GAN 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 2 3 3 3 2
CO2 3 2 2 2 2 2 3
CO3 3 3 2 2 3 3 2
CO4 3 3 2 2 3 3 2
CO5 3 2 3 3 2 2
CO6 3 3 3 3 2 3 3
AVG 3 2.7 2.3 2.5 2.5 2.7 3
COs Cyber Law and Ethics (OE-CS-401A)/ Seventh Semester BL
CO1 Understand Cyber laws, Cyber space. 2
CO2 Describe Information Technology act and Related Legislation. 2
CO3 Demonstrate Electronic business and legal issues. 2
CO4 Interpret Cyber Ethics, significance and its need. 2
CO5  Practice with an expertise in academics to design and implement security solutions 3
CO6 To educate about the regulation of cyber space at national and international level. 4
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2 2 2 2 2 2 2
CO2 2 1 1 2 2 2 2
CO3 2 2 2 2 2 2 2
CO4 2 2 2 2 2 2 2
CO5 3 2 2 2 2 2 2
CO6 3 3 3 3 2 2 2
AVG 2.3 2 2 2.2 2 2.3 2 2 2
COs Software Verification and Validation and Testing Lab (PE-CS-D403AL) / Seventh Semester BL
CO1 To understand the basic concepts of Software Engineering. 3
CO2 To understand the different design techniques. 3
CO3 To understand different software development models. 3
CO4 To understand different types of Testing. 4,3
CO5 To ensure the safety software meets the requirements for the new versions of software are verified and validated does not perform any unintended functions 4
CO6 To evaluate relevant abnormal conditions for mitigating unintended functions through testing, observation, or inspection techniques 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2 2 3 1 2 3 3
CO2 2 2 2 2 2 2 2
CO3 3 2 2 2 3 3 2
CO4 3 2 2 2 2 2 2
CO5 1 2 2 2 2
CO6 3 2 3 2 2 2
AVG 2.3 2 2.2 2 2.2 2.3 2
COs Neural Networks and Deep Learning Lab (PE-CS-D411AL) / Seventh Semester BL
CO1 Apply learning algorithms on perceptron and apply back propagation learning on Neural Network. 3
CO2 Apply Feedback NN and plot a Boltzmann machine and associative memory on various application. 3
CO3 Apply different types of auto encoders with dimensionality reduction and regularization. 3
CO4 To apply various concepts related with Deep Learning to solve Problems. (Apply) 3,4
CO5 To Compare Various deep learning Algorithms used for Classification Segmentation and detection. (Evaluate) 3
CO6 To analyze different deep learning models in Image related projects. (Analyze) 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 3 2 3 3 2
CO2 2 2 3 2 2 2 2
CO3 3 3 3 2 3 3 2
CO4 3 2 2 3 2 2 2
CO5 1 2 2 2 2
CO6 3 2 3 2 2 2
AVG 2.5 2.4 2.6 2.4 2.3 2.3 2
COs Project II(PROJ-CS-401A) / Seventh Semester BL
CO1 Independently carry out literature survey in identified domain, and consolidate it to formulate a problem statement 4
CO2 Apply identified knowledge to solve a complex engineering problem and design a solution, implement and test the proposed solution 3
CO3 Use synthesis/modeling to simulate and solve a problem or apply appropriate method of analysis to draw valid conclusions and present, demonstrate, execute final version of project 3
CO4 Incorporate the social, environmental and ethical issues effectively into solution of an engineering problem 3
CO5 Contribute effectively as a team member or leader to manage the project timeline 6
CO6 Write pertinent project reports and make effective Project Presentations 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 3 3
CO2 3 3 3 3
CO3 3 3 3 3
CO4 3 3 3
CO5 3 3
CO6 3
AVG 3 3 3 3 3 3 3 3 3 3 3 3 3 3
COs Seminar on summer internship (SIM-401) / Seventh Semester BL
CO1 Review and comprehend the identified literature 4
CO2 Prepare relevant presentations 6
CO3 Deliver a presentation effectively 3
CO4 Ask/Answer the questions appropriately 5
CO5 Write pertinent seminar reports and make effective seminar presentations 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3
CO2 3
CO3 3
CO4 3
CO5 3
AVG 3 3
Eight Semester:
COs Cloud Computing (PE-CS-A402A) / Eighth Semester BL
CO1 Summarize main concepts, key technologies, strengths and limitations of Cloud Computing. 2
CO2 Explore various cloud service and deployment models to utilize different cloud services. 2
CO3 Interpret various data, scalability & cloud services to get efficient database for cloud storage. 3
CO4 To deal with various security threats and their controlling mechanism for accessing safe cloud services. 2
CO5 To learn the Cloud storage technologies and relevant distributed file systems, NoSQL databases and object storage 3,6
CO6 To study variety of programming models and develop working experience in several of them 4
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2 2 2 1 1 1
CO2 3 2 2 2 2 2 2
CO3 3 2 2 2 1 2 1
CO4 2 2 2 1 2 2 1
CO5 3 2 3 3 2 3 3
CO6 3 3 2 3 2 2 3
AVG 2.7 2.2 2.2 2 1.8 2 1.8
COs Cyber Security (OE-CS-402A)/ Eighth Semester BL
CO1 To facilitate the basic knowledge of cyber security. 2
CO2 To explore and sort issues related to different types of activities in cyber-crime. 3
CO3 To get enable to fix the various cyber-attacks. 4
CO4 To deal with the digital forensics and related scenarios of cyber-crimes. 3
CO5 Evaluate and communicate the human role in security systems with an emphasis on ethics, social engineering vulnerabilities and training. 3,6
CO6 To Explore and Study of various authentication protocols 2
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 2
CO2 2 2 1 1 2
CO3 3 3 3 3 2 2 2
CO4 3 3 2 3 2 2 2
CO5
CO6
AVG 2.5 2.7 2 2.3 2 2 2
COs Web and Internet Technology (OE-CS-410A) / Eighth Semester BL
CO1 Learn the basic concepts of internet and its connectivity. 2
CO2 Learn about the services of internet, designing and its architecture. 2
CO3 Understand the basic concepts of Python and its applications as per information industry standards. 4
CO4 Acquaint the latest programming language for the implementation of object based and procedure-based applications using Python. 6
CO5 Build dynamic web pages using JavaScript (Client-side programming). 3
CO6 Create web pages and Cascading Style Sheets. 2
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 1 2
CO2 2 1
CO3 2 3 2 2 3 2 3
CO4 3 3 3 3 3 2 3
CO5 2 2 3 1 2 2 3
CO6 2 2
AVG 2 2.5 2.3 2 3 2 2 3
COs Cloud Computing Lab (PE-CS-A402AL)/ Eighth Semester BL
CO1 To Configure various virtualization tools such as Virtual Box, VMware workstation. 4
CO2 To design and deploy a web application in a PaaS environment. 3
CO3 TO Learn how to simulate a cloud environment to implement new schedules. 4
CO4 To Install and use a generic cloud environment that can be used as a private cloud. 3
CO5 To Manipulate large data sets in a parallel environment. 6
CO6 To Learn how to simulate a cloud environment to implement new schedules. 4
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 3 2 3 3 2
CO2 2 2 3 2 2 2 2
CO3 3 3 3 2 3 3 2
CO4 3 2 2 3 2 2 2
CO5 1 2 2 2 2
CO6 2 2 2 2 2
AVG 2.3 2.3 2.8 2.3 2.3 2.3 2
COs Project III(PROJ-CS-402A)/ Eight Semester BL
CO1 Independently carry out literature survey in identified domain, and consolidate it to formulate a problem statement 4
CO2 Apply identified knowledge to solve a complex engineering problem and design a solution, implement and test the proposed solution 3
CO3 Use synthesis/modeling to simulate and solve a problem or apply appropriate method of analysis to draw valid conclusions and present, demonstrate, execute final version of project 3
CO4 Incorporate the social, environmental and ethical issues effectively into solution of an engineering problem 3
CO5 Contribute effectively as a team member or leader to manage the project timeline 6
CO6 Write pertinent project reports and make effective Project Presentations 3
COs PO1 PO2 PO3 PO4 PO5 PO6 PO7 PO8 PO9 PO10 PO11 PO12 PSO1 PSO2
CO1 3 3 3 3
CO2 3 3 3 3
CO3 3 3 3 3
CO4 3 3 3
CO5 3 3
CO6 3
AVG 3 3 3 3 3 3 3 3 3 3 3 3 3 3
© PIET 2022 Developed and Maintained by City Innovates Pvt. Ltd.
Skip to content
Downloads
PMSSS (J&K)
Panipat Institute of Engineering & Technology (PIET)