Recognized under UGC Section (2f) of the UGC Act 1956

B.Tech Computer Science Engineering-PO/PSO



CO Sl. No  COURSE OUTCOMES  Mapping of course 

outcome with PO and PSO

PROGRAM – Computer Science & Engineering
BCET301 Energy Environmental Engineering
BECT 301 CO1- Differentiate between various energy generation systems and  asses the environmental impacts of each one of those

CO2- Describe interrelationship of environmental policy initiatives  vis-à-vis various sources of energy generation

CO3- Illustrate the nature of pollution caused by various sources of  energy generation.

CO4- Illustrate the dependencies for utilizing Hydrogen as a fuel for  generating energy.

CO5- Demonstrate the principles of co-generation of electricity  through the implementation of a hybrid inverter

CO6- Choose between two competing sources of energy generation by  making a case study

PO1,PO2,PO5,PO6, PO7, PO12
BCST-302 Discrete Structure
BCST-302 CO1- Understand a logical sentence in terms of predicates,  quantifiers, and logical connectives

CO2- Describe mathematical notations, syntax and  semantics of discrete mathematics

CO3- Derive the solution using deductive logic and prove  the solution based on logical inference for a given problem

CO4- Classify Algebraic structure of a given mathematical  problem

CO5- Evaluate Boolean functions and simplify expressions  using the properties of Boolean algebra

CO6- Develop the given problem as graph networks and  solve with techniques of graph theory.

BCST-303  CO1- Tell the concept of dynamic memory management, data types,  algorithms, Big O notation

CO2- Explain basic data structures such as arrays, linked lists, stacks  and queues

CO3- Apply Algorithm for solving problems like sorting, searching,  insertion and deletion of data

CO4- Analyze searching and sorting techniques.

CO5- Determine the hash function and concepts of collision and its  resolution methods

CO6- Solve problem involving graphs, trees and heaps

BCSP 303 Data Structure
BCSP 303  CO1- Implement basic data structures such as arrays and linked list.

CO2- Programs to demonstrate fundamental algorithmic problems including Tree Traversals, Graph traversals, and shortest paths

CO3- Implement various searching and sorting algorithms

CO4- Programs to demonstrate the implementation of various operations on stack and queue.

CO5- Appropriately use the linear / non-linear data structure operations for a given problem

CO6- Apply appropriate hash functions that result in a collision free scenario for data storage and retrieval.





BECT 304 Digital Electronics
BECT 304 CO1- Understand various number systems and logic functions and their  application in digital design.

CO2- Illustrate various combinational logic circuits

CO3- Design various synchronous sequential logic circuits

CO4- Compare different types of logic families which are the base of  different types of logic gates in the domain of economy, performance  and efficiency

CO5- Determine fault detection techniques for digital logic circuits

CO6- Classify different semiconductor memories

PO1,PO2,PO3,PO4,PO5, PO6,PO7,PO9,PO10,PO11, PO12, PSO1,PSO2
BECP 304 Digital Electronics
BECP 304  CO1- Learn the basics of gates.

CO2- Construct basic combinational circuits and verify their functionalities

CO3- Apply Boolean laws to simplify the digital circuits.

CO4- Apply the design procedures to design basic sequential circuits

BEET 305 Object Oriented Programming & Methodology
BEET 305 CO1- Identify editors, Integrated development environment software packages and programming features

CO2- Classify various Software Development Life cycle models.

CO3- Use object oriented approach to design software

CO4- Compare different types of testing techniques

CO5- Explain database query processing and formulate its optimization

CO6- Develop programs using classes and objects.

BEEP 305  CO1-Develop and implement programs for simple applications that make  use of classes

CO2- Develop and implement programs with array list

CO3- Develop and implement programs for simple applications that  make use of classes

CO4- Programs to demonstrate the implementation of constructors,  destructors and operator overloading

BCSP-306 Computer Workshop (Using Python)
BCSP-306  CO1- Write, Test and Debug Python Programs

CO2- Implement Conditionals and Loops for Python Programs

CO3- Use functions and represent Compound data using Lists, Tuples and Dictionaries

CO4- To acquire Object Oriented Skills in Python

PO1,PO2,PO3,PO4, PO5,PO6,PO7,PO8, PO11, PO12, PSO1, PSO2
BAST 401 Mathematics- III
BAST 401  CO1- Understand the Concept of Curve Fitting by the method of  Least Square.

CO2- Understand the solution of linear differential equation using  Runga-Kutta and Milne-Thomson Predictor and Corrector  method.

CO3- Understand the concept of Skewness and Kurtosis and Correlation and Regression.

CO4- Understand the Concept of Interpolation, Numerical  Differentiation and Numerical Integration.

CO5- Calculate the root of algebraic and transcendental equations  by the help of Numerical Methods.

CO6- Understand the concept of Laplace and Fourier Transform  and APPLY in solving Differential Equations and Engineering  Problems.

BCST 402 Database Management Systems
BCST 402 CO1- understand database system architecture and data models

CO2- analyze and evaluate algebraic expressions and need for  normalization

CO3- Implement different concurrency techniques and its protocol

CO4- Understand various database security mechanisms

CO5- Understand advance topics in dbms

PO1, PO2, PO3, PO4, PO5, PO6, PO7, PO8, PO9, PO10, PO11, PO12, PSO1, PSO2
BCSP 402 Database Management Systems
BCSP 402 CO1- Apply the basic concepts of Database Systems and Applications

CO2-Use the basics of SQL and construct queries using SQL in  database creation and interaction

CO3-Design a relational database system (Oracle, MySQL) by writing  SQL using the system.

CO4-Analyze and Select storage and recovery techniques of database  system.

PO1,PO2,PO3,PO4, PO5, PO12, PSO1,PSO2
BCST 403 Software Engineering
BCST 403 CO1- Ability to identify the minimum requirements for the  development of application

CO2- Ability to develop, maintain, efficient, reliable and cost effective  software solutions

CO3- Ability to critically thinking and evaluate assumptions and  arguments by using variant software architectural styles & software  process models

CO4- Understanding of software testing approaches such as unit testing  and integration testing

CO5- Understanding on quality control and how to ensure good quality  software.

CO6- Evaluate Interpret the project schedule, estimate project cost and  effort required.

PO1, PO2, PO3, PO4, PO5, PO6, PO10, PO11, PO12, PSO1, PSO2
BCSP 403 Software Engineering
BCSP 403 CO1- Understand the software engineering methodologies involved in  the phases for project development

CO2- Knowledge about open source tools used for implementing  software engineering methods.

CO3- Ability to develop product-startups implementing software  process models in software engineering methods

CO4- Understanding Open source Tools: StarUML / UMLGraph /  Topcased

PO1,PO2,PO3,PO4. PO12, PSO1,PSO2
BCST 404 Computer Org. & Architecture
BCST 404  CO1- Apply different type of arithmetic algorithm and number systems  which are used in digital communication and computer systems.

CO2- Apply the different type of instruction set on hardwired and  micro-programmed control unit of the CPU.

CO3- Interpretation of processor design, addressing modes and input output Organization

CO4- Distinguish the organization of various parts of a system memory  hierarchy

CO5- Synthesizing the Parallel Processing and Characteristics of  Multiprocessor

BCSP 404 Computer Org. & Architecture
BCSP 404  CO1-. Analyze the behavior of Logic Gates with the help of HDL/  VHDL.

CO2. Implement sequential circuits and verify the results through  simulation by VHDL

CO3-Understanding the behavior of logic gates ,adders, decoders

CO4-Understanding the behavior of ALU, RAM, STACK and  PROCESSOR from working module.

BCST 405 Theory of Automata and Formal Languages
BCST 405  CO1- Understanding of the core concepts in automata theory and formal languages.

CO2-Identify different formal language classes and their relationships

CO3- Design grammars and automata (recognizers) for different  language classes.

CO4- Generate the strings/sentences of a given context-free languages  using its grammarCO5- Design Pushdown Automata machine for given CF languages

CO6- Design Turing machines for given any computational problem

BHUT401 Universal Human Values-2
BHUT401 CO1- Understand Human values, need and concept in individual’s life

CO2- Analyze the concept of co-existence and evaluate the program to  ensure self-regulation

CO3- Understand and identify holistic perception of harmony at all  levels such as self , family , society and nature

CO4- Reshape the concept about different values and discriminate them

CO5- Apply professional ethics in future profession and contribute  towards building a value based society

CO6- Incorporate self-exploration and its application for self-evaluation  and development.

PO6,PO7,PO8, PO12
BCST- 501 Operating System
BCST- 501  CO1- Explain the overall view of the computer system and operating  system.

CO2- Apply various CPU scheduling algorithms, synchronization  primitives and deadlock handling methods

CO3- Compare and contrast various memory management schemes  and file system functionalities

CO4- Analyze the performance of the various page replacement  algorithms and interpret the file system implementation, sharing and  protection mechanisms

CO5- Analyze the performance of the various disk scheduling  algorithms

CO6- Demonstrate administrative tasks on Linux servers and to  be familiar with the basics of Mobile OS like iOS and Android

PO1,PO2,PO3, PO4, PO5, PO6, PO7, PO11, PSO1,PSO2
BCSP- 501 Operating System
BCSP- 501  CO1- Compare the performance of various CPU Scheduling  Algorithms.

CO2- Implement Deadlock avoidance and Detection Algorithms.

CO3- Create processes and implement IPC.

CO4- Analyze the performance of the various Page Replacement  Algorithms.

BCST -502 Computer Networks
BCST -502 CO1- Enumerate the layers of OSI and TCP/IP models and explain the  function of each layer.

CO2- Explain the basic computer network technology and how data  communication takes place in internet.

CO3- Identify computer network components, network topologies and  protocols

CO4- Analyze the features and operations of various application layer  protocols such as DNS, FTP, HTTP, SMTP etc

CO5- Design, calculate and apply subnet masks and addresses to fulfill  networking requirements, building skills of sub netting and routing  mechanism

CO6- Discuss familiarity with fundamentals of File transfer, access  and management, virtual terminal, public networks.

PO1,PO2,PO3, PO4, PO5,PO9,PO10, PSO1,PSO2
BCSP- 502 Computer Networks
BCSP- 502  CO1- Configure a LAN based on IPv4 address scheme and  understand and implement IPv6 address scheme for a LAN

CO2- Configure and simulate any scenario of an Adhoc network  and analyze various parameters related with their study

CO3- Devise and design a system to capture and analyze the  incoming traffic using packet capturing software package

CO4- Configure WLL, PAN’s, WLANS and wireless access  points.

BCST -503 Design and Analysis of Algorithms
BCST -503  CO1- Choose appropriate advanced data structure for given  problem.

CO2- Explain and Compare the various algorithms (dynamic,  greedy & backtracking) to solve real world problems.

CO3- Calculate complexities of recursive algorithms using  substitution, iteration, recursion tree & master theorem.

CO4- Compare and the use of various graph algorithms (Minimum  Spanning Trees, Single-source Shortest Paths, All-Pairs Shortest  Paths, Maximum Flow, and Traveling Salesman Problem).

CO5- Select a accurate pattern matching algorithm for given  problem.

CO6- Anticipate p and np classes for existing sorting and other  algorithm.

BCSP-503 Design and Analysis of Algorithms
BCSP-503 CO1- Identify the problem given and design the algorithm  using various algorithm design techniques

CO2- Implement various algorithms in a high level language.

CO3- Analyze the performance of various algorithms.

CO4- Compare the performance of different algorithms for  same problem

BCST 504 (D) Java Programming
BCST 504 (D)  CO1- Use the syntax and semantics of java programming  language

CO2- Develop reusable programs using the concepts of  inheritance, polymorphism, interfaces and packages

CO3- Write Java application programs using OOP principles and proper program structuring

CO4- Apply the concepts of Multithreading and Exception  handling to develop efficient and error free codes.

CO5- demonstrate skills in writing programs using exception  handling techniques and multithreading.

CO6- Design event driven GUI and web related applications which mimic the real word scenarios.

PO1,PO2,PO3,PO4, PO5,PO6,PO7,PO11, PSO1,PSO2
BOCS -505 (A) Principles of Programming Language
BOCS -505 (A) CO1- Identify language abstraction constructs of classes,  interfaces and packages and procedures

CO2- Understand fundamental concept of various types of  programming languages like procedure oriented, object oriented

CO3- Demonstrate knowledge of programming languages using  examples

CO4- Analyze semantic issues associated with function  implementations, including variable binding, scoping rules,  exception handling

CO5- Evaluate programming languages by testing and debugging.
CO6- Solve problems using a range of programming paradigms  and assess the effectiveness of each paradigm for a particular  problem

BCST -506 Virtual Lab (Unix/ Linux/python/JAVA etc)
BCST -506 CO1- apply comprehensions, different Decision-Making  statements and Functions

CO2- implement various data types like lists, tuples, strings

CO3- use different File handling operations and Maps

CO4- Use Pandas and Matplotlib in developing various  applications

PO1, PO2, PO3, PO4, PO5, PO6, PO11, PO12, PSO1, PSO2
BCST-601 Microprocessors and Applications
BCST-601 CO1-Illustrate the fundamental concepts, evolution of  microprocessors and identify the different architectures

CO2-Demonstrate a detailed software & hardware structure of  the 8086 Microprocessor along with addressing modes and  compare with 8088 microprocessor.

CO3-Develop and insight in to the instruction set of 8086 and  apply it to write programs in assembly language.

CO4- Analyze how basic peripherals like input/output, memory,  ADC, DAC are interfaced with Microprocessor

CO5- Explain special purpose programmable peripherals like  timers, PIC, USART.

CO6- Illustrate about microcontrollers and embedded  systems, explain the hardware and software structure of  8051 and applications of microcontrollers

PO1,PO2,PO3,PO4,PO5,PO6,PO11,PO12, PSO1,PSO2
BCSP-601 Microprocessors and Applications
BCSP-601 CO1- Learn importance of Microprocessors in designing real  time applications

CO2- Describe the 8085,8086 Microprocessors architectures and  its feature.

CO3-Design, code and debugs Assembly Language programs to  implement simple programs.

CO4-Apply programming knowledge using the capabilities of the  stack, the program counter

BCST – 602 Compiler Design
BCST – 602 CO1- Understand basic knowledge of compilation steps

CO2- Design and Implement scanner modules in compiler

CO3- Understand the application of finite state machines  ,recursive descent production rules parsing and languages  semantics

CO4- Identify and select suitable parsing strategies for a compiler  for various cases

CO5- Learn about the intermediate code generation in  compilation process

CO6- Acquire knowledge about instruction level optimization .

BCSP-602 Compiler Design
BCSP-602 CO1- Design Lexical analyzer for given language using C and  LEX tools.

CO2- Design and convert BNF rules into YACC form to generate  various parsers

CO3- Generate machine code from the intermediate code forms

CO4- Implement Symbol table

PO1,PO2,PO3,PO4, PO11,PO12, PSO1,PSO2
BCST -603 Data Analytics
BCST -603 CO1-Students will develop relevant programming abilities.

CO2-Students will demonstrate proficiency with statistical  analysis of data.

CO3-Students will develop the ability to build and assess data based models.

CO4-Students will execute statistical analyses with professional  statistical software.

CO5-Students will demonstrate skill in data management.

CO6-Students will apply data science concepts and methods to solve problems in real- world contexts and will communicate these solutions effectively

PO1,PO2,PO3,PO4, PO5,PO7,PO12, PSO1,PSO2
BCSP-603 Data Analytics
BCSP-603  CO1-Understand and implement the basics of data structures  like Linked list, stack, and queue, set and map in Java.

CO2-Demonstrate the knowledge of big data analytics and  implement different file management task in Hadoop.

CO3-Understand Map Reduce Paradigm and develop data  applications using variety of systems

CO4-Illustrate and apply different operations on relations and  databases using Hive

BCST 604(C) Computer Graphics and Visualization
BCST 604(C) CO1-Classify of the core concepts of computer graphics

CO2-Describe various Computer Graphics tools and  techniques

CO3-Able to Compare various object representation

CO4-Organize various algorithms of 2D and 3D Transformations on different type of objects.

CO5-Summarizing a typical graphics pipeline view

CO6-Understand multimedia knowledge

BOCS -605(A) Digital Signal Processing
BCSP-606 Open Source Lab/Matlab Programming
BCSP-606  CO1-Understand the need for simulation/implementation for the  verification of mathematical functions

CO2-Understand the main features of the MATLAB/SCILAB  program development environment to enable their usage in the  higher learning

CO3-Interpret and visualize simple mathematical functions and  operations thereon using plots/display.

CO4-Implement simple mathematical functions/equations in numerical computing environment such as MATLAB



CO1. Interpret, represent and process discrete/digital signals  and systems

CO2. Thorough understanding of frequency domain analysis  of discrete time signals.

CO3. Ability to design & analyze DSP systems like FIR and  IIR Filter etc.

CO4. Practical implementation issues such as computational  complexity, hardware resource limitations as well as cost of  DSP systems or DSP Processors.

CO5.Understanding of spectral analysis of the signals

CO6. Understanding and working knowledge of signal  processing techniques

PO1,PO2,PO3,PO4,PO6, PO12, PSO1,PSO2
BCST 701 .NET Framework and Programming 
BCST 701  CO1- Understand the Microsoft .NET Framework and ASP.NET  page structure

CO2- Understand code solutions and compile C# projects within  the .NET framework

CO3- Demonstrate knowledge of object-oriented concepts  Design user experience and functional requirements C#.NET  application.

CO4- Construct classes, methods, and assessors, and instantiate  objects.

CO5- Design and Implement database connectivity using  ADO.NET in window based application
CO6- Identify Industry defined problem and suggesting  solution(s) using .NET application

BCSP 701 NET Framework and Programming
BCSP 701 CO1- Evaluate C# and the .NET framework namespace contents.

CO2- Set up various navigation techniques for integrating web  pages within the site

CO3- Create the dynamic web page using ASP.NET Controls  which interact with databases

CO4- Explain advanced concepts related to Web Services, WCF  and WPF in project development

PO1,PO2,PO3, PO12, PSO1,PSO2
BCST -702 Ad hoc and Wireless Networks
BCST -702  CO1-Define the fundamentals of Mobile ad-hoc Networks

CO2- Describe current technology trends for the  implementation and deployment of wireless ad-hoc/sensor  networks.

CO3- Discuss the challenges in designing MAC, routing and  transport protocols for wireless ad-hoc/sensor networks.

CO4- Identify and describe various types of applications for  MANETs and WANS

CO5- Apply different routing technologies for designing a  routing protocol.

CO6- Demonstrate the ability to solve security related problems  using a routing Protocol.

PO1,PO2,PO3,PO4, PO5,PO6,PO7,PO12, PSO1, PSO2
BCSP-702 Ad hoc and Wireless Networks
BCSP-702  CO1- Simulate different topologies of Ad-hoc networks.

CO2- Implement the physical and MAC layer protocols of Ad hoc networks.

CO3- Apply TCP and UDP protocols for Ad-hoc networks.

CO4- Demonstrate the SPIN protocol of WSNs

PO1,PO2,PO3,PO4, PO6,PO7,PO9,PO12, PSO1,PSO2
BCST 703(A) Human Computer Interfacing
BCST 703(A)  CO1- Acquire fundamental concepts of computer components  functions regarding interaction with human and vice versa.

CO2- Analyze interface problems to recognize what design  approach and interaction styles is required in the light of  usability standards and guidelines

CO3-Understand the theoretical dimensions of human factors  involved in the acceptance of computer interfaces.

CO4- Evaluate the Internet sites considering; usability and user  appreciation designs

CO5-Identify the various tools and techniques for interface  analysis, design, and evaluation.

CO6- Ability to design and develop an interface by using  appropriate HCI techniques that are preferred by the user.

PO1,PO2,PO4,PO5, PO6 ,PO12, PSO1,PSO2
BOCS -704(B) Digital Image Processing
BOCS -704(B)  CO1- understands the need for image transforms different types  of image transforms and their properties.

CO2- Analyze images in the frequency domain using various  transforms

CO3- Evaluate the techniques for image enhancement and  image restoration.

CO4- Categorize various compression techniques.

CO5- Describe objects detection and recognition techniques.

CO6- Interpret image segmentation and representation  techniques.

BCSP -705 Virtual Lab
BCSP -705 CO1: apply comprehensions, different Decision-Making  statements and Functions.

CO2: implement various data types like lists, tuples, and  strings.

CO3: use different File handling operations and Maps.

CO4: apply Object oriented programming in Python types.

PO1,PO2,PO3, PO5,PO6, PO11,PO12, PSO1,PSO2
BCST-801 Advanced Operating Systems
BCST-801 CO1- UNDERSTAND high-level OS kernel structure.

CO2- UNDERSTAND hardware-software interactions for  compute and I/O.

CO3- Analyze system tracing and performance analysis.

CO4- Apply research ideas in system structure and behavior

CO5- UNDERSTAND how to write systems-style performance  evaluations

PO1, PO2, PO3, PO4, PO6, PO7, PO8,PO9, PO10, PO11, PO12, PSO1, PSO2
BCSP-801 Advanced Operating Systems
BCSP-801  CO1-Understand Kernel Tracing – I/O

CO2-Analyze Kernel Implications of IPC

CO3- Understand Micro-Architectural Implications of IPC 4.

CO4-Understand TCP Latency and Bandwidth

BCST -802 Cryptography & Network Security
BCST -802  CO1- Analyze and design classical encryption techniques and  block ciphers.

CO2- Understand and analyze data encryption standard.

CO3- Understand and analyze public-key cryptography, RSA  and other public-key cryptosystems

CO4- Design network application security schemes, such as  PGP, S/ MIME, IPSec, SSL, TLS,

CO5- Understand vulnerability assessments and the weakness  of using passwords for authentication

CO6- Understand various protocols for network security to  protect against the threats in the networks.

PO1,PO2,PO3, PO5,PO6, PO12, PSO1,PSO2
BCSP-802 Cryptography & Network Security
BCSP-802 CO1- Understand the fundamental principles of access control  models and techniques, authentication and secure system design

CO2- Have a strong understanding of different cryptographic  protocols and techniques and be able to use them

CO3- Apply methods for authentication, access control, intrusion  detection and prevention

CO4-Identify and mitigate software security vulnerabilities in  existing systems.

BCST 803 (E) Blockchain
BCST 803 (E)  CO1- Understand the various technologies and its business use.

CO2-Analyze the block chain applications in a structure manner.

CO3- Explain the modern concepts of block chain technology  systematically.

CO4- Implement Ethereum block chain contract

CO5- Apply security features in block chain technologies.

CO6- Use smart contract in real world applications

PO1,PO2,PO3, PO6,PO8, PO11, PSO1,PSO2
BOCS -804(A) Fault Tolerant Computing
BOCS -804(A)  CO1-Understand techniques to model faults and know how to  generate tests and evaluate effectiveness

CO2-Evaluatereliability of systems with permanent and  temporary faults

CO3-Determine applicability of these forms of redundancy to  enhance reliability: spatial, temporal, procedural

CO4-Assess the relation between Software testing and residual  defects and security vulnerabilities devise

CO5-Analyze potential solutions for emerging issues.

CO6- Understand software reliability growth, security vulnerary  abilities and emerging issues.

BCSP -805 CO1-Identify the problem by applying acquired knowledge

CO2- Analyzes and categorize executable project module after  considering risk.

CO3 – Choose efficient tools for designing project modules

CO4 – Combine the entire module through effective team work  after efficient testing.

CO5 – Elaborate the completed task and compile the project  report.

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