After completing this course, the student is able to 

CO1

Simplify the system of linear equations using rank of the matrices.

CO2

Classify characteristic equation ,characteristic roots in the applicability Of cayley hamilition theorem to find inverse of matrix 

CO3

Apply the appropriate test to find the convergence and divergence of the given series.

CO4

Identify  the policy of some special function like beta ,gamma function which is helpful to evaluate some definite integrals 

CO5

Simplify problems of differentiation functions of two variables and know about the maximization of functions of several variables.

After completing this course, the student is able to 

CO1

Acquire the knowledge of Molecular orbital theory in solids (eg. Conductors) and in crystals.

CO2

Interpret various water treatment methods for domestic and industrial purposes.

CO3

Apply the principles of electrochemistry in batteries; extrapolate the importance of electrochemistry in corrosion.

CO4

Understand the importance of stereochemistry & chemical reactions involved in organic synthesis.

CO5

Recognize the principles and applications of spectroscopy.

After completing this course, the student is able to 

CO1

Analyze and solve problems of electrical circuits using network laws

CO2

Analyze and solve problems of electrical circuits using network theorems.

CO3

Analyze the working principles of Transformer.

CO4

Analyze the working principles of Electrical Machines

CO5

Explain components of Low Voltage Electrical Installations.

After completing this course, the student is able to 

CO1

Understanding the tools and methods of using to fabricate engineering components.

CO2

Evaluating various methods and trades of workshop in the component building.  

CO3

Practice on manufacturing of components using workshop trades including fitting, carpentry, foundry, house wiring, black smithy, tin smithy, soldering and welding.

CO4

Apply suitable tools for different trades of Engineering processes including material removing, measuring, chiseling.

CO5

Apply basic electrical engineering knowledge for house wiring practice.

After completing this course, the student is able to 

CO1

Understand the importance of grammar and vocabulary to attain fluency in English Language

CO2

Recognize the significance of reading skills  

CO3

Attine and enhance competency in writing various formats of letters.

CO4

Apply the knowledge of Tenses in to their life time situations

CO5

Knowledge about Foreign Languages and Their Influence on English

After completing this course, the student is able to 

CO1

Interpret the data for analysis of water constituents.

CO2

Able to gain knowledge on instrumental techniques. 

CO3

Synthesize advanced polymers materials. 

CO4

Identify the strength of compounds using titrimetric methods.

CO5

Analyze the percentage of constituents in compounds (eg. Ores).

After completing this course, the student is able to 

CO1

Understand the process of listening and its importance to communicate the people effectively.

CO2

Acquire knowledge in Phonetics and try to speak appropriately and coherently. 

CO3

Develop the ability to express themselves in group and individual activities.

CO4

Recognize the terms of Accent, Stress and intonation in English Language.

CO5

Participate in JAM,SEMINARS ,PPT  and GD to generate new ideas

After completing this course, the student is able to 

CO1

Analyze and solve problems of electrical circuits using network laws

CO2

Demonstrate the response of different types of electrical circuits to different excitations

CO3

Analyze the working principles of Transformer.

CO4

Identify the measurement, calculation and relation between the basic electrical parameters.

CO5

Analyze the working principles of Electrical Machines

After completing this course, the student is able to 

CO1

Construct mathematical model of ordinary differential equation and its applications.

CO2

Solve mathematical of second order differential equations and different type of methods and apply the real world problems.

CO3

Find areas, volumes, moment of inertia etc of regions on a plane or in space.

CO4

Discuss the physical quantities involved in engineering field related to the vector valued functions.

CO5

Analyze the basic properties of vector valued functions and their applications.

After completing this course, the student is able to 

CO1

Understand the dual nature of the matter

CO2

Build understand the characteristics of semiconductors

CO3

Distinguish between photo sensors and emitters 

CO4

Construct the lasers and fiber optics

CO5

Summarize electromagnetic theory by using dielectric and magnetic materials

After completing this course, the student is able to 

CO1

Construct algorithms, flow charts for solving problems, Understand the basic semantics of c Programming.

CO2

Apply the concept of  arrays, strings, pointers, structures, unions to develop C programs

CO3

Develop applications using file Management to read write data from files

CO4

Develop a problem into functions for modular reusable code

CO5

Apply searching and sorting techniques

After completing this course, the student is able to 

CO1

Know and understand the conventions and the methods of engineering drawing

CO2

Interpret engineering drawings using fundamental technical mathematics

CO3

Analyze and draw the orthographic projections of solids and the true shape of section.

CO4

Construct the basic geometry and comprehend the theory of  projection

CO5

Improve their visualization skills so that they can apply these skills in developing new drawings

After completing this course, the student is able to 

CO1

Identification of planks constant

CO2

Determination of V-I characteristics of different types of semiconducting devices

CO3

Comparison LCR and CR circuit application in present technology.

CO4

illustration of losses in optical fibers

CO5

Identification of induction at several points on the axis of circular coil carrying current using Stewart and Gee’s.

After completing this course, the student is able to 

CO1

Design the programs to solve scientific and mathematical, Control structured  problems

CO2

Develop programs using arrays, pointers

CO3

Design the programs using file handling functions

CO4

Develop the programs using functions

CO5

Design the programs for different searching and sorting techniques.

After completing this course, the student is able to 

CO1

Understand the characteristics of various components.

CO2

Understand the utilization of BJT components.

CO3

Design and analyze small signal amplifier circuits, and Digital gates 

CO4

Learn Postulates of Boolean algebra and to minimize combinational functions.

CO5

Design and analyze  about sequential circuits

After completing this course, the student is able to 

CO1

Analyze the operations of linear data structures like linked lists, stack, queue.

CO2

Understand the representations of dictionaries and Hash table.

CO3

Understand the operations of Various Search Trees.

CO4

Apply Various kinds of graph traversal methods and sorting Techniques. 

CO5

Apply various pattern matching algorithms and tries.

After completing this course, the student is able to 

CO1

Build the concepts of probability and distributions to some case studies.

CO2

Develop Mathematical Expectation and Discrete Probability Distributions.

CO3

Apply Continuous Normal Distribution and Fundamental Sampling Distributions.

CO4

Analyze Testing hypothesis of Sample Mean and Sample Proportion.

CO5

Examine the concept of Stochastic Processes and Markov Chains.

After completing this course, the student is able to 

CO1

Demonstrate an understanding of the design of Different functional units in a digital computer system 

CO2

Construct the control unit and Explain the instruction set, instruction formats & Addressing modes of CPU

CO3

Discuss the computer arithmetic and design algorithms for various Arithmetic operations

CO4

Designing and constructing a computer processor including memory with different modes of transfer 

CO5

Learn the concepts of parallel processing, pipelining and inter processor communication.

After completing this course, the student is able to 

CO1

Understanding Object Oriented Programming concepts.

CO2

Apply the object-oriented programming paradigm, focusing on the definition and use of classes along with the fundamentals of object-oriented design.

CO3

Apply inheritance, virtual functions, polymorphism in C++

CO4

Understanding I/O streams, File handling in C++

CO5

Apply Exception handling in C++ programming

After completing this course, the student is able to 

CO1

Know the characteristics of various components

CO2

Understand the utilization of components.

CO3

Design and analyze small signal amplifier circuits.

CO4

Understand Boolean algebra to minimize combinational functions

CO5

Design and analyze combinational and sequential circuits

After completing this course, the student is able to 

CO1

Develop the programs on single, double and circular linked lists.

CO2

Develop the programs on stack & queue using arrays and pointers.

CO3

Implement the programs on tree traversal methods.

CO4

Implement the programs on various sorting and searching techniques.

CO5

Implement the programs on graph traversal methods.

After completing this course, the student is able to 

CO1

Apply knowledge for assembly/disassembly of computer parts.

CO2

Apply knowledge for software installation and solve trouble shooting problems

CO3

Understand Surfing, Search engine, netiquette and cyber hygiene

CO4

Apply the tools for preparation of PPT, Documentation and budget sheet

CO5

Understand to effective use of internet and World Wide Web

After completing this course, the student is able to 

CO1

Develop object oriented programs such as objects, class, abstraction and message passing.

CO2

Apply constructors, destructors, friend functions, in C++ programs.

CO3

Apply Inheritance, overloading and method overriding in C++ programming

CO4

Apply I/O operation to handle file system. 

CO5

Create C++ programs to handle exceptions in programming

After completing this course, the student is able to 

CO1

Understand and construct precise mathematical proofs

CO2

Use logic and set theory to formulate precise statements

CO3

Analyze and solve counting problems on finite and discrete structures

CO4

Understand and manipulate sequences

CO5

Apply graph theory in solving computing problems

After completing this course, the student is able to 

CO1

Able to understand the various forms of Business

CO2

Understand the elasticity of the demand of the product, different types, measurement of elasticity of demand, Supply, Demand forecasting.

CO3

Recognize the Production function, features of Iso-Quants and Iso-Costs, law of returns 

CO4

Able to study the firm’s financial position by analyzing the Financial statements of a company

CO5

Evaluate different types of financial ratios for knowing liquidity and profitability positions of business concern.

After completing this course, the student is able to 

CO1

Understand the significance of operating system in computing Devices.

CO2

Analyze processes and CPU scheduling algorithms.

CO3

Analyze the concepts of deadlock, Process Management and Synchronization and IPC mechanisms.

CO4

Understand the concepts of memory management and virtual memory.

CO5

Apply various file access and allocation methods.

After completing this course, the student is able to 

CO1

Understand the basic concept of Database Management System, also data models to design a database

CO2

Analyze the basics of SQL to construct queries using SQL, Relational Algebra and Calculus.

CO3

Understanding concept of functional dependencies to improve the schemas using normal forms.

CO4

Analyze the concept of Transaction Processing, concurrency control, recovery techniques.

CO5

Apply indexing mechanisms for efficient retrieval of information from a database.

After completing this course, the student is able to 

CO1

Understanding real world problems using OOP techniques with java Programing Basics

CO2

To understand the API for applying input/output operations using java Programing

CO3

Implementing the concepts of Exception handling mechanisms, including threadbased multitasking with synchronization

CO4

Identify the usage of data Structures by using collection framework with Java Programing

CO5

To build experience of designing, implementing by graphical user interfaces in Java using applet and AWT that respond to different user events

After completing this course, the student is able to 

CO1

Develop application programs using system calls in Unix.

CO2

Apply the various CPU scheduling algorithms.

CO3

Apply deadlock avoidance and detection algorithms.

CO4

Analyze the performance of the various page replacement algorithms

CO5

Apply various I/O system calls of UNIX/LINUX operating systems.

After completing this course, the student is able to 

CO1

Apply conceptual models of a database using ER model for real life applications.

CO2

Identify Relational models for a given application using schema definition and constraints

CO3

Apply concepts of normalization to achieve schema refinement for a given database

CO4

Ability to build queries in SQL to retrieve any type of information from a data base.

CO5

Make use of triggers, Procedures, Cursors

After completing this course, the student is able to 

CO1

Create programs for solving real world problems using java collection framework.

CO2

Develop programs using abstract classes

CO3

Develop multithreaded programs

CO4

create GUI programs using Applet and AWT concepts in Java

CO5

Develop Data Structures Programs like sorting, searching techniques in java

After completing this course, the student is able to 

CO1

Understand the basic concepts of automata theory, deterministic, nondeterministic machines

CO2

Illustrate various concepts in finite automata and regular expressions

CO3

Demonstrate the design of Context Free Grammar and explain the Push Down Automaton model for the Context Free language

CO4

Apply Turing Machine concept to solve the mathematical computations

CO5

Categorize a problem with respect to various models of Computation, decidability, undecidability problems

After completing this course, the student is able to 

CO1

Understand role of software, framework and different Process models

CO2

Identify different requirement documents and develop Requirement documents

CO3

Understand Design engineering and build architectures

CO4

Applying testing principles on software project and understand the maintenance concepts

CO5

Identify risks, manage the change to assure quality in software projects

After completing this course, the student is able to 

CO1

Gain the knowledge of the basic computer network technology and the functions of each layer in the OSI and TCP/IP reference model.

CO2

Identify the functionalities and different protocols of Data Link Layer.

CO3

Obtain the Skills of subnetting and routing mechanisms.

CO4

Identify the concepts of UDP, TCP, and Qos in transport layer.

CO5

Familiarity with the essential protocols of computer networks, and how they can be applied in network design and implementation.

After completing this course, the student is able to 

CO1

Implementing the methods to read data from web pages by server-side scripting with PHP Language

CO2

Understand what is XML and how to parse and use XML Data with Java

CO3

Introduce Server side programming with Java Servlets and Database connection with JDBC

CO4

Introduce Server side programming with Java Server Pages (JSP)

CO5

Gain knowledge of client-side scripting, validation of forms by Java Script Programming Language 

After completing this course, the student is able to 

CO1

Understand Various Data Sources and Data Architecture.

CO2

Analyze the importance of Analytics in Business Perspective.

CO3

Applying Regression Methods and Analytical Applications to Various Business Domains.

CO4

Analyze Prediction Business Capabilities using Time series/Forecasting methods and Extract features

CO5

Applying Different Techniques for Data Visualization.

After completing this course, the student is able to 

CO1

Apply IR principles to locate relevant information in large collection of data.

CO2

Analyze the various indexing process & data structures for maintain the data

CO3

Develop different document clustering algorithms.

CO4

Understand the retrieval systems for web search techniques & information visualization.

CO5

Develop and design text Search algorithms and multimedia information retrieval. 

After completing this course, the student is able to 

CO1

Understand Software Engineering Process life cycle.

CO2

Analyze specific software requirements.

CO3

Formulate a specification into a design.

CO4

Build SRS documents: Realize design practically, using an appropriate software engineering.

CO5

Develop prototype model for a given case study using modern engineering tools.

After completing this course, the student is able to 

CO1

Demonstrate appropriate algorithm for finding of shortest route.

CO2

Create routing table using various algorithms.

CO3

Develop Server-Side Scripting Programs by using PHP Programing Language

CO4

Develop Client-side Programs by using HTML and Validation by Java Script Programming Languages 

CO5

Develop server side Programs by using Servlets, JSP with Tomcat Server and Connecting Database with JDBC 

After completing this course, the student is able to 

CO1

Acquire knowledge in building vocabulary and use it to speak effectively and comprehensively.

CO2

Understand and enhance their proficiency in Reading. 

CO3

Apply relevant formats of writing paragraph, e-mail and letter writing, resume and report writing

CO4

Plan their ideas to give oral presentations like seminars, ppt.

CO5

Generate new ideas in Group Discussion.

After completing this course, the student is able to 

CO1

Understand the concepts of computational intelligence like machine learning

CO2

Ability to get the skill to apply machine learning techniques to address the real time problems in  different areas

CO3

Understand the Neural Networks and its usage in machine learning application.

CO4

Demonstrate proficiency in applying scientific method to models of machine learning and discuss the basics of ANN and different optimizations techniques

CO5

Design and implement machine learning solutions to classification, regression and clustering problems.

After completing this course, the student is able to 

CO1

Illustrate different phases of compiler

CO2

Understand various parsing techniques, Construct algorithm for parser

CO3

Build intermediate code, Design syntax directed translation schemes

CO4

Illustrate various storage allocation strategies Understand simple code generator

CO5

Apply the principal sources of optimization to generate target code

After completing this course, the student is able to 

CO1

Analyze time complexity, space complexity to divide large complex problem.

CO2

Able to explain the algorithm design with backtracking.

CO3

Apply the Dynamic programming method on the graphs for getting optimal path.

CO4

Apply different designing methods development of algorithms using greedy method

CO5

Apply Branch and Bound method on the problems. Illustrate NP-HARD and NP-COMPLETE problems.

After completing this course, the student is able to 

CO1

Able to identify the various bugs and correcting them after knowing the consequences of the bug.

CO2

Understand domain testing.

CO3

Construct decision tables for Logic Based Testing.

CO4

Understand State graphs & Transition testing.

CO5

Implement node reduction algorithm.

After completing this course, the student is able to 

CO1

Understand the basics about IoT and protocols in sensor networks

CO2

Can Apply the knowledge for programming and configure Arduino boards for various designs.

CO3

Analyze the concept of Python programming and interfacing for Raspberry Pi

CO4

Can explain about SDN and Data handling and Analytics in IoT.

CO5

Understand the concept of cloud computing and case studies in IoT

After completing this course, the student is able to 

CO1

Understand complexity of Machine Learning algorithms and their limitations.

CO2

Understand modern notions in data analysis-oriented computing.

CO3

Apply common Machine Learning algorithms in practice and implementing their own.

CO4

Be Capable of performing experiments in Machine Learning using real-world data.

CO5

Understand mathematical relationships within and across Machine Learning algorithms and the paradigms of supervised and un-supervised learning.

After completing this course, the student is able to 

CO1

Identify the working of LEX compiler

CO2

Construct predictive parser

CO3

Identify the working of YACC compiler

CO4

Construct parse tree and generate machine code

CO5

Apply code optimization techniques to generate machine code.

After completing this course, the student is able to 

CO1

Understand the Software Testing Methods

CO2

Develop skills in software test automation.

CO3

Know the Basic Techniques for deriving Test cases

CO4

Gain Knowledge in comparing the various test strategies

CO5

Design and Develop the best Strategies in accordance to the development Model

After completing this course, the student is able to 

CO1

Analyze the security concepts, cryptography concepts and techniques.

CO2

Understand the basic cryptographic algorithms.

CO3

Apply the cryptography hash functions, key management and distribution.

CO4

Analyze the transport level security and wireless security.

CO5

Understand the email security and case studies on cryptography and security.

After completing this course, the student is able to 

CO1

Apply preprocessing methods on raw data

CO2

Extract patterns from large amount of data

CO3

Apply classification methods on large amount of data

CO4

Apply cluster analysis to build various applications

CO5

Evaluate the accuracy of supervised and unsupervised models and algorithms

After completing this course, the student is able to 

CO1

Explain and examine various computing paradigms

CO2

Define cloud computing and explain fundamental concepts of cloud.

CO3

Ability to describe cloud architecture, deployment and management

CO4

Analyze the basics of cloud computing stack and cloud service models

CO5

Understand and Identify various cloud service providers, their services and tools

After completing this course, the student is able to 

CO1

Understand role of software process maturity framework and different reference models

CO2

Give knowledge of software economics, phases in the life cycle of software development.

CO3

Analyze the major and minor milestones, artifacts and metrics from management and technical perspective.

CO4

Design and develop project organization and project control instrumentation.

CO5

Apply CCPDS-R case study and design modern project profile and economics

After completing this course, the student is able to 

CO1

Learn about sensor Principle, Classification and Characterization. 

CO2

Explore the working of Electromechanical, Thermal, Magnetic, radiation and Electro analytic sensors. 

CO3

Develop to design real time instrumentation system. 

CO4

Design a system with sensors. 

CO5

Understand the basic concepts of smart sensors. 

After completing this course, the student is able to 

CO1

Apply C language principles to perform simple XOR operation for encryption of data.

CO2

Develop the C/JAVA programs to implement cryptographic algorithms.

CO3

Develop their own keys to implement cryptographic algorithm logic.

CO4

Illustrate the Diffie-Hellman Key exchange mechanism

CO5

Calculate the message digest of text using different algorithms.

After completing this course, the student is able to 

CO1

Demonstrate sound technical knowledge & Domain knowledge of the selected topic & Understand

programming language concepts,

CO2

Plan, communicate, analyze identify the Problem for the proposed work and collect

CO3

Design the Solution and execute by using engineering approach to overcome the complex problems

CO4

Learn to work as a team and to focus on getting a working project done on time with each student

CO5

Discuss about and go through the software development cycle with emphasis on different processes like – requirements, design, and implementation phases.

After completing this course, the student is able to 

CO1

Recall existing technologies in the area of computer science

CO2

Describe, compare and evaluate different technologies

CO3

Decide the area of interest

CO4

Develop their communication skills

CO5

Write technical reports.

After completing this course, the student is able to 

CO1

Understand programming language concepts, along with object oriented concepts as well as software engineering principles or over the field and develop an ability to apply them to software design

CO2

Plan, analyze, design a software project and demonstrate the ability to communicate effectively in speech and writing

CO3

Introduce with major software engineering topics and position them to lead medium sized software projects in industry or propose any new model over the selected field

CO4

Formulate and go through the software development cycle with emphasis on different processes – requirements, design, and implementation phases.

CO5

Attain confidence at having conceptualized, designed, and implemented a working, medium sized project with their team.

After completing this course, the student is able to 

CO1

Understand, analyze and Communicate Global, economic, legal and Ethical aspects of Organizational Behaviour.

CO2

Study the Personality and Attitudes of Employees in Organizations.

CO3

Evaluate different types of Communications in Organizations.

CO4

Recognize the Powers and Politics, Types of Power.

CO5

Analyze the Conceptual Framework and the leader ship theories Underlying Organizational Behaviour.

After completing this course, the student is able to 

CO1

Understand the concepts of Distributed system and its System models, Distributed object and remote invocation

CO2

Understand operating system support in Distributed systems and various types of Distributed file systems

CO3

Illustrates about time, global states and about its coordination Agreement

CO4

Demonstrates the concepts of distributed transaction concurrency control in distributed environment 

CO5

Understand the concepts Fault tolerant services, Transactions with replicated data and Distributed shared memory

After completing this course, the student is able to 

CO1

Understand the basic operation of power generation of thermal power plants

CO2

Know the use of combined power cycle generation for gas and diesel power plants

CO3

Analyze the different nuclear reactor power plants in the world 

CO4

Compare the differences of both renewable and nonrenewable energy sources

CO5

Solve the Economics of power generation for small ,medium and large scale industries

After completing this course, the student is able to 

CO1

Understand programming language concepts, along with object oriented concepts as well as software engineering principles or over the field and develop an ability to apply them to software design

CO2

Plan, analyze, design a software project and demonstrate the ability to communicate effectively in speech and writing

CO3

Introduce with major software engineering topics and position them to lead medium sized software projects in industry or propose any new model over the selected field

CO4

Formulate and go through the software development cycle with emphasis on different processes – requirements, design, and implementation phases.

CO5

Attain confidence at having conceptualized, designed, and implemented a working, medium sized project with their team.