CO-1

Solve the Linear, Non Linear and Transportation problems by the Optimization

Techniques

CO-2

Explain the concept of divisibility, Congruence, Prime and Prime factorization.

Describe the properties of the Group, Ring and Field.

CO-3

Solve the Ordinary and Partial Differential equations by use of Laplace Transform

CO-4

Use numerical methods for Differentiation and Integration, solve Difference and

Differential equations and also develop the algorithm for numerical methods.

CO-1

Apply Economic principles to management decisions

CO-2

Understand the market systems & the pricing theory based on demand & supply,

production & cost analysis

CO-3

Able to analyse Financial interpretation on the basis of basic financial concepts

CO-4

Apply Economic principles to management decisions

CO-1

Understanding Boolean algebra, conversions and minimization techniques.

CO-2

Creating various combinational and sequential circuits

CO-3

Understanding different logic families

CO-4

Creating of circuits using different minimization techniques.

CO-1

Understand different type of data structures and their measuring parameters

CO-2

Implement various data structures

CO-3

Analyze various measuring parameters and data structures(Linear/Non-Linear)

CO-4

Apply the knowledge of various data structures in basic applications of

programming

CO-1

Identify and analyze Object Oriented Programming concepts in designing solution

of a problem.

CO-2

Apply constructor, friend function and class when analyzing a problem statement.

CO-3

Apply and analyze features of inheritance and polymorphism for developing

solution of a complex problem.

CO-4

Identify and handle exceptions in an object oriented program. Perform generic

programming using templates.

CO-1

understand the purpose of designing a system and evaluate the various models

suitable as per its requirement analysis

CO-2

understand and apply software project management, effort estimation and project

scheduling

CO-3

formulate requirement analysis, process behavior and software designing

CO-4

Implement the concept of object oriented analysis modeling with the reference of

UML and advance SE tools

CO-1

Apply the concepts of data type, data structure and array data structure and analyze

the algorithms.

CO-2

To implement standard algorithms of linear and non- linear data structures to solve

various computing problems.

CO-3

To implement standard algorithms for searching & sorting and identify when to

choose which technique.

CO-1

Understand and articulate the object-oriented approach for developing software programs using C++

CO-2

Analyze and develop programs for reuse and maintainability to solve real time

problems using C++

CO-1

To understand Software Requirement Analysis, CASE Tools, Software Testing,

and other configuration tools.

CO-2

To understand Functional Modeling (DFD), Data Modeling (DFD) – Use work

products – data dictionary.

CO-3

An ability to understand the Structural and Behavioral UML Diagrams with the use

of Project Management Tool – ProjectLibre.

CO-1

Identify the various digital IC’s and understand their Operation.

CO-2

Apply Boolean Law to Simplify the digital circuits and design simple logic circuits.

CO-1

Generate the report based on the Projects carried out for demonstrating the ability

to apply the knowledge of engineering field during training

CO-2

Demonstrate   Competency   in   relevant   engineering   fields   through                    problem

identification, formulation and solution

CO-1

Understand the concept and operations of Sets, Functions and Relations.

CO-2

Explain and construct proofs by certain methods.

CO-3

Understand the concepts of graphs and trees and their use to visualize and simplify

situations.

CO-4

Understand the concepts of logics and their uses.

CO-1

Able to express themselves better in technical writing by understanding the

concept, style and methodology used in Technical communication.

CO-2

Able to pursue higher studies by working on all aspects of English Language and

also develop a better understanding of process and design of technical texts.

CO-3

Able to get an in depth knowledge of technical communication used in professional life by getting to know all the forms and aspects of Technical Communication.

CO-4

Able to get advanced knowledge of writing strategies by practicing on the structure

and formats of Technical documents.

CO-1

Demonstrate the taxonomy of 8085 Microprocessor Architecture and knowledge of

contemporary microprocessor and their functionalities

CO-2

Demonstrate Assembly Language Programming using the various addressing

Modes, Debugging Technique and instruction set of 8085 Microprocessor.

CO-3

Understand the concept of advance assembly language programming and its

implementation

CO-4

Analyze and design of 8255,8254,8279,8251 and interfacing with various devices.

CO-1

Design an ER model for an enterprise

CO-2

Perform and analysis Query database using Relational Algebra, Relational Calculus

and SQL

CO-3

Apply normalization based on functional dependency.

CO-4

Illustrate for serializability among concurrent transactions and apply concurrency

control protocols, and Outline database recovery techniques

CO-1

Examine Finite Automata and Regular Expression.

CO-2

Classify regular sets of Regular Grammars.

CO-3

Categorize Context Free Language and Design Pushdown automata.

CO-4

Design Turing machine, compare Chomsky hierarchy languages and analyze Linear

bounded automata.

CO-1

Understand the principles of Network Protocols and OSI and TCP/IP model.

CO-2

Analyze and implement the concepts of various protocols of Error Detection and

Correction

CO-3

Analyze and apply the concept of various Routing algorithms and principles of reliable data transfers along with transactional TCP and associated congestion

control.

CO-4

Classify role of application layer, its various elements like WWW, DNS FTP and

network security.

CO-1

To understand the assembly level programming concepts.

CO-2

Design and implement programs on 8085 microprocessor trainer kit.

CO-1

Design a database for a system and understand the requirement and design methodology of system.

CO-2

Perform queries, operations and retrieve data from the database using SQL.

CO-1

Understand different protocols for Networking Programming Algorithms.

CO-2

Implement socket Programming and analyze different (Client/ Server)

CO-1

To Apply basic commands of Linux and commands related to inode, I/O

redirection and piping, process control and mails.

CO-2

To analyze variety of problems of shell script using looping, case structures in the

shell script programming.

CO-1

Develop an in depth understanding of programming & apply by writing Object

Oriented programs in Java

CO-2

Understand & Develop packages, Interfaces, Strings and exception handling in Java

CO-3

Create applications involving file handling, concurrency and applet

CO-1

Apply the fundamental concepts of information theory viz. entropy, mutual

information and channel capacity in communication system.

CO-2

Examine the principles of source coding and data transmission.

CO-3

Analyze linear block code, cyclic code and Convolution code.

CO-4

Evaluate information theoretic methods to novel settings of encoding and decoding techniques.

CO-1

Compare different phases of compiler and design lexical analyzer.

CO-2

Examine syntax and semantic analyzer by understanding grammars.

CO-3

Illustrate storage allocation and its organization & analyze symbol table

organization.

CO-4

Analyze code optimization, code generation & compare various compilers.

CO-1

Demonstrate the concepts, structure design of operating system and analysis of

process management.

CO-2

Recognize the concepts, implementation of memory management policies, design issues of paging and virtual memory.

CO-3

Understand and design the concepts of deadlock handling and device management.

CO-4

Analyze the file system structure, implementation process and acquainted with

various types of operating systems.

CO-1

Implement geometric images using graphical input techniques

CO-2

Design and develop images with the help of 2D & 3D transformations.

CO-3

Identify visible surfaces for generation of realistic graphics display and curves

representation.

CO-4

Analyze multimedia and animation techniques.

CO-1

Understand and analyzing the algorithms with different techniques

CO-2

Discuss various design strategies for implementing algorithms

CO-3

Implement various divide and conquer, greedy and dynamics strategies based

algorithms

CO-4

Classify the algorithms and problems in various categories like NP, NP-Hard &

NP-Complete

CO-1

Apply an interactive design process and universal design principles to designing

HCI systems.

CO-2

Describe typical human–computer interaction (HCI) models and styles, as well as

various historic HCI paradigms.

CO-3

Describe and use HCI design principles, standards, Task Models and guidelines.

CO-4

Identify relevance of CA and object oriented modelling.

CO-1

Apply basic concepts and different types of graphics drawing algorithm

CO-2

Analyze different transformations and animation

CO-1

Apply the concept of Lexical Analyzer using C/C++ and FLEX tool

CO-2

Analyze different types of parsing and allocation data structure

CO-1

To implement various searching and sorting techniques on linear/non linear data

structures to solve various computing problems.

CO-2

Design and implement efficient algorithms for a specified application.

CO-3

Strengthen the ability to identify and apply the suitable algorithms for the given real problem.

CO-1

Develop an in depth understanding of swings programming by writing user

interface programs in swings

CO-2

Develop client side application involving JDBC, RMI, Socket Programming in

Java

CO-3

Develop server side applications involving J2EE, Servlets and JSP

CO-1

Generate the report based on the Projects carried out for demonstrating the ability

to apply the knowledge of engineering field during training

CO-2

Demonstrate   Competency   in   relevant   engineering   fields   through                    problem

identification, formulation and solution

CO-1

Understand the fundamental aspects of Image Processing.

CO-2

Apply the mathematical foundations for image enhancement in spatial and frequency

domains.

CO-3

Compare and Implement filters for various types of noise.

CO-4

Evaluate various coding algorithms used in image processing and compression.

CO-1

Understand the concept of machine learning and apply supervised learning technique

CO-2

Illustrate various unsupervised leaning algorithm for clustering, and market basket

analysis.

CO-3

Analyze statistical learning theory for dimension reduction and model evaluation in

machine learning.

CO-4

Apply the concept of semi supervised learning, reinforcement learning and recommendation system.

CO-1

To Identify different security attacks, Mechanism, classical and modern encryptio

techniques

CO-2

To Apply random number generation, AES and S-box theory and Implement publ

key cryptosystem

CO-3

To Evaluate message authentication and digital signatures using hash function and

security.

CO-4

To Analyze & Implement Water marking technique and strong password protocol

Information Security System

CO-1

Ability to understand the functional units of the processor and various mic operations.

CO-2

Analyze different architectural and organizational design issues that can affect t

performance of a computer.

CO-3

Examine the arithmetic problems and principles of computer design.

CO-4

Describe and examine the concept of cache memory, Virtual memory and I/ organization.

CO-1

Understand the concept of Artificial Intelligence and apply various Searching

techniques.

CO-2

Illustrate various Game Playing in Artificial Intelligence system.

CO-3

Analyze different Knowledge Representation Techniques, Planning, Uncertain

Knowledge and Reasoning.

CO-4

Apply basic concepts of Learning, Natural Language Processing, Robotics and Exper

Systems in AI.

CO-1

Identify the basics, risks, challenges and ethical issues in cloud computing.

CO-2

Design the architecture for parallel and distributed cloud computing

CO-3

Identify the various threats related to cloud and as well as disaster recovery related to

same.

CO-4

Analyze the cloud platforms in IT industry and various case studies on the industries

providing cloud services.

CO-1

Understand distributed system concepts and desired properties of such systems.

CO-2

Understand and analyze the problems and challenges associated with Concurrent

process, RPC & RMI

CO-3

Apply key distributed system properties and evaluate various distributed systems.

CO-4

Design and deploy distributed system using various mechanisms.

CO-1

Implement and Execute digital image acquisition, representation and methods to

segment various types of images.

CO-2

Implement analyze and compare various filters in images processing and algorithms image compression.

CO-1

Understand the implementation procedures for machine learning algorithms.

CO-2

Apply appropriate data sets to train and implement learning algorithms.

Implement machine learning algorithms to solve real world problems

CO-1

To acquire programming skills of core python data types and decision making

statements.

CO-2

Create and execute functions and concepts related to file handling operations

CO-1

Ability to apply general programming knowledge in the field of developing mobile

applications.

CO-2

Understanding of the specific requirements, possibilities and challenges when

developing for a mobile context.

CO-1

Understand the revolution of internet in field of cloud, wireless network, embedded

system and mobile devices

CO-2

Apply IOT design concepts in various dimensions implementing software and hardware.

CO-3

Analyse various M2M and IoT architectures.

CO-4

Design and develop various applications in IOT.

CO-1

understand the importance of human factors and their application in system

development and know the effect of visual

CO-2

Exposure to human factors for engineering design, measurement of energy cost of

different activities.

CO-3

Be able to ideally design the work space in accordance to anthropometry.

CO-4

Have the general understanding safety features and regulation acts in farm machinery.

CO-1

Installed and practical expertise using Raspberry Pi with Linux commands and python programming.

CO-2

Assemble IOT projects using the most popular Raspberry Pi board.

CO-1

Understand the implementation of various techniques and security algorithms.

CO-2

Apply different tools used for secured data transmission and for creating digital signature.

CO-1

Generate the report based on the Projects carried out for demonstrating the ability

to apply the knowledge of engineering field during training

CO-2

Demonstrate Competency in relevant engineering fields through problem

identification, formulation and solution

CO-1

To identify and analyze latest technology and complex engineering problems through

research methodology in Computer Science & engineering

CO-2

To Explore and justify latest industrial trends.

CO-3

To develop Presentation skills, technical report writing, and professional ethics for life-

long learning

CO-1

To understand the features, file system and challenges of big data.

CO-2

To learn and analyze big data analytics tools like Map Reduce, Hadoop.

CO-3

To apply and evaluate Hadoop programming with respect to PIG architecture.

CO-4

To create and analyze database with Hive and related tools.

CO-1

To understand disaster management, related issues and preventive measures.

CO-2

To understand and analyze the natural disasters.

CO-3

To analyze various man-made disasters.

CO-4

Evaluate the role of management and people in mitigation of disaster.

CO-1

To understand and implement big data analytics tools – Hadoop, PIG and Hive for various database operations.

CO-2

To design and develop Hadoop Map Reduce programs in context with real life big data

problems.

CO-1

To design and develop various test cases, understand and implement automation testing

through various tools.

CO-2

To analyze and validate the performance, test sequences of various websites using

JMeter, Selenium and similar tools.

CO-1

Gather, organize, summarize and interpret technical literature with the purpose of formulating a project proposal

CO-2

Design/Develop the solution using latest technologies and communicate via modern tools

CO-3

Understand and develop the professional, social ethics, and team management principles