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Course Outcomes

Navsahyadri College of Engineering > Departments > Computer Engineering > Course Outcomes
SE:2019-Sem I
SE:2019-Sem II
TE:2019-Sem I
TE:2019-Sem II
BE:2019-Sem I
BE:2019-Sem II
SE:2019-Sem I
Course Code Name of Subject/ Course Course Outcome (COs)
210241 Discrete Mathematics CO1:Formulate problems precisely, solve the problems, apply formal proof techniques, and explain the reasoning clearly.
CO2:Apply appropriate mathematical concepts and skills to solve problems in both familiar and unfamiliar situations including those in real-life contexts.
CO3:Design and analyze real world engineering problems by applying set theory, propositional logic and to construct proofs using mathematical induction.
CO4:Specify, manipulate and apply equivalence relations; construct and use functions and apply these concepts to solve new problems.
CO5:Calculate numbers of possible outcomes using permutations and combinations; to model and analyze computational processes using combinatorics.
CO6:Model and solve computing problem using tree and graph and solve problems using appropriate algorithms.
CO7:Analyze the properties of binary operations, apply abstract algebra in coding theory and evaluate the algebraic structures.
210242 Fundamentals of Data Structures CO1:Design the algorithms to solve the programming problems, identify appropriate algorithmic strategy for specific application, and analyze the time and space complexity.
CO2:Discriminate the usage of various structures, Design/Program/Implement the appropriate data structures; use them in implementations of abstract data types and Identity the appropriate data structure in approaching the problem solution.
CO3:Demonstrate use of sequential data structures- Array and Linked lists to store and process data.
CO4:Understand the computational efficiency of the principal algorithms for searching and sorting and choose the most efficient one for the application.
CO5:Compare and contrast different implementations of data structures (dynamic and static).
CO6:Understand, Implement and apply principles of data structures-stack and queue to solve computational problems.
210243 Object Oriented Programming CO1:Apply constructs- sequence, selection and iteration; classes and objects, inheritance, use of predefined classes from libraries while developing software.
CO2:Design object-oriented solutions for small systems involving multiple objects.
CO3:Use virtual and pure virtual function and complex programming situations.
CO4:Apply object-oriented software principles in problem solving.
CO5:Analyze the strengths of object-oriented programming.
CO6:Develop the application using object oriented programming language(C++).
210244 Computer Graphics CO1:Identify the basic terminologies of Computer Graphics and interpret the mathematical foundation of the concepts of computer graphics.
CO2:Apply mathematics to develop Computer programs for elementary graphic operations.
CO3:Illustrate the concepts of windowing and clipping and apply various algorithms to fill and clip polygons.
CO4:Understand and apply the core concepts of computer graphics, including transformation in two and three dimensions, viewing and projection.
CO5:Understand the concepts of color models, lighting, shading models and hidden surface elimination.
CO6:Create effective programs using concepts of curves, fractals, animation and gaming.
210245 Digital Electronics and Logic Design CO1:Simplify Boolean Expressions using K Map.
CO2:Design and implement combinational circuits.
CO3:Design and implement sequential circuits.
CO4:Develop simple real-world application using ASM and PLD.
CO5:Differentiate and Choose appropriate logic families IC packages as per the given design specifications.
CO6:Explain organization and architecture of computer system
210250 Humanity & Social Science CO1:Aware of the various issues concerning humans and society.
CO2:Aware about their responsibilities towards society.
CO3:Sensitized about broader issues regarding the social, cultural, economic and human aspects, involved in social changes.
CO4:Able to understand the nature of the individual and the relationship between self and the community.
CO5:Able to understand major ideas, values, beliefs, and experiences that have shaped human history and cultures.
SE:2019-Sem II
Course Code Name of Subject/ Course Course Outcome (COs)
207003 Engineering Mathematics III CO1:Solve Linear differential equations, essential in modelling and design of computer-based systems.
CO2:Apply concept of Fourier transform and Z-transform and its applications to continuous and discrete systems and image processing.
CO3:Apply Statistical methods like correlation and regression analysis and probability theory for data analysis and predictions in machine learning.
CO4:Solve Algebraic and Transcendental equations and System of linear equations using numerical techniques.
CO5:Obtain Interpolating polynomials, numerical differentiation and integration, numerical solutions of ordinary differential equations used in modern scientific computing.
210252 Data Structures and Algorithms CO1:To identify & articulate the complexity goals and benefits of a good hashing scheme for real-world applications.
CO2:To apply non-linear data structures for solving problems of various domain.
CO3:To design and specify the operations of a nonlinear-based abstract data type and implement them in a high-level programming language.
CO4:To analyze the algorithmic solutions for resource requirements and optimization
CO5:To use efficient indexing methods and multiway search techniques to store and maintain data.
CO6:To use appropriate modern tools to understand and analyze the functionalities confined to the secondary storage.
210253 Software Engineering CO1:Analyze software requirements and formulate design solution for a software.
CO2:Design applicable solutions in one or more application domains using software engineering approaches that integrate ethical, social, legal and economic concerns.
CO3:Apply new software models, techniques and technologies to bring out innovative and novelistic solutions for the growth of the society in all aspects and evolving into their continuous professional development.
CO4:Model and design User interface and component-level.
CO5:Identify and handle risk management and software configuration management.
CO6:Utilize knowledge of software testing approaches, approaches to verification and validation.
CO7:Construct software of high quality – software that is reliable, and that is reasonably easy to understand, modify and maintain efficient, reliable, robust and cost-effective software solutions.
210254 Microprocessor CO1:Exhibit skill of assembly language programming for the application.
CO2:Classify Processor architectures.
CO3:Illustrate advanced features of 80386 Microprocessor.
CO4:Compare and contrast different processor modes.
CO5:Use interrupts mechanism in applications
CO6:Differentiate between Microprocessors and Microcontrollers.
CO7:Identify and analyze the tools and techniques used to design, implement, and debug microprocessor-based systems.
210255 Principles of Programming Languages CO1:Make use of basic principles of programming languages.
CO2:Develop a program with Data representation and Computations.
CO3:Develop programs using Object Oriented Programming language : Java.
CO4:Develop application using inheritance, encapsulation, and polymorphism.
CO5:Demonstrate Multithreading for robust application development.
CO6:Develop a simple program using basic concepts of Functional and Logical programming paradigm.
210258 Project Based Learning II CO1:Identify the real life problem from societal need point of view
CO2:Choose and compare alternative approaches to select most feasible one
CO3:Analyze and synthesize the identified problem from technological perspective
CO4:Design the reliable and scalable solution to meet challenges
CO5:Evaluate the solution based on the criteria specified
CO6:Inculcate long life learning attitude towards the societal problems
210259 Code of Conduct CO1:Understand the basic perception of profession, professional ethics, various moral and social issues, industrial standards, code of ethics and role of professional ethics in engineering field.
CO2:Aware of professional rights and responsibilities of an engineer, responsibilities of an engineer for safety and risk benefit analysis.
CO3:Understand the impact of the professional Engineering solutions in societal and Environmental contexts, and demonstrate the knowledge of, and need for sustainable development.
CO4:Acquire knowledge about various roles of engineers in variety of global issues and able to apply ethical principles to resolve situations that arise in their professional lives.
TE:2019-Sem I
Course Code Name of Subject/ Course Course Outcome (COs)
310241 Database Management Systems CO1:Analyze and design Database Management System using ER model
CO2:Implement database queries using database languages
CO3:Normalize the database design using normal forms
CO4:Apply Transaction Management concepts in real-time situations
CO5:Use NoSQL databases for processing unstructured data
 CO6:Differentiate between Complex Data Types and analyze the use of appropriate data types
310242 Theory of Computation CO1:Understand formal language, translation logic, essentials of translation, alphabets, language representation and apply it to design Finite Automata and its variants
CO2:Construct regular expression to present regular language and understand pumping lemma for RE
CO3:Design Context Free Grammars and learn to simplify the grammar
CO4:Construct Pushdown Automaton model for the Context Free Language
CO5:Devise Turing Machine for the different requirements outlined by theoretical computer science
CO6:Analyze different classes of problems, and study concepts of NP completeness
310243 Systems Programming and Operating System CO1:Analyze and synthesize basic System Software and its functionality.
 CO2:Identify suitable data structures and Design & Implement various System Software
 CO3:Compare different loading schemes and analyze the performance of linker and loader
CO4:Implement and Analyze the performance of process scheduling algorithms
CO5: Identify the mechanism to deal with deadlock and concurrency issues
CO6:Demonstrate memory organization and memory management policies
310244 Computer Networks and Security CO1:Summarize fundamental concepts of Computer Networks, architectures, protocols and technologies
CO2:Illustrate the working and functions of data link layer
CO3:Analyze the working of different routing protocols and mechanisms
CO4:Implement client-server applications using sockets
 CO5:Illustrate role of application layer with its protocols, client-server architectures
CO6:Comprehend the basics of Network Security
310245D Software Project Management CO1:Comprehend Project Management Concepts
CO2:Use various tools of Software Project Management
CO3:Schedule various activities in software projects
CO4:Track a project and manage changes
CO5:Apply Agile Project Management
CO6:Analyse staffing process for team building and decision making in Software Projects and Management
TE:2019-Sem II
Course Code Name of Subject/ Course Course Outcome (COs)
310251 Data Science and Big Data Analytics CO1:Analyze needs and challenges for Data Science Big Data Analytics
CO2:Apply statistics for Big Data Analytics
CO3:Apply the lifecycle of Big Data analytics to real world problems
CO4:Implement Big Data Analytics using Python programming
CO5:Implement data visualization using visualization tools in Python programming
 CO6:Design and implement Big Databases using the Hadoop ecosystem
310252 Web Technology CO1:Implement and analyze behavior of web pages using HTML and CSS
CO2:Apply the client side technologies for web development
 CO3:Analyze the concepts of Servlet and JSP
CO4:Analyze the Web services and frameworks
CO5:Apply the server side technologies for web development
 CO6:Create the effective web applications for business functionalities using latest web development platforms
310253 Artificial Intelligence CO1:Identify and apply suitable Intelligent agents for various AI applications
CO2:Build smart system using different informed search / uninformed search or heuristic approaches
CO3:Identify knowledge associated and represent it by ontological engineering to plan a strategy to solve given problem
CO4:Apply the suitable algorithms to solve AI problems
CO5:Implement ideas underlying modern logical inference systems
CO6:Represent complex problems with expressive yet carefully constrained language of representation
310254 Software Modeling and Architectures CO1:Model the cyber security threats and apply formal procedures to defend the attacks
CO2:Apply appropriate cryptographic techniques by learning symmetric and asymmetric key cryptography
CO3:Design and analyze web security solutions by deploying various cryptographic techniques along with data integrity algorithms
 CO4:Identify and Evaluate Information Security threats and vulnerabilities in Information systems and apply security measures to real time scenarios
CO5:Demonstrate the use of standards and cyber laws to enhance Information Security in the development process and infrastructure protection
BE:2019-Sem I
Course Code Name of Subject/ Course Course Outcome (COs)
410241 Design and Analysis of Algorithms CO1:Formulate the problem
CO2:Analyze the asymptotic performance of algorithms
CO3:Decide and apply algorithmic strategies to solve given problem
CO4:Find optimal solution by applying various methods
CO5:Analyze and Apply Scheduling and Sorting Algorithms.
CO6:Solve problems for multi-core or distributed or concurrent environments
410242 Machine Learning CO1:Identify the needs and challenges of machine learning for real time applications.
CO2:Apply various data pre-processing techniques to simplify and speed up machine learning algorithms.
CO3:Select and apply appropriately supervised machine learning algorithms for real timeapplications.
CO4:Implement variants of multi-class classifier and measure its performance.
CO5:Compare and contrast different clustering algorithms.
CO6:Design a neural network for solving engineering problems.
410243 Blockchain Technology CO1:Interpret the fundamentals and basic concepts in Blockchain
CO2:Compare the working of different blockchain platforms
CO3:Use Crypto wallet for cryptocurrency based transactions
CO4:Analyze the importance of blockchain in finding the solution to the real-world problems.
CO5:Illustrate the Ethereum public block chain platform
CO6:Identify relative application where block chain technology can be effectively used andimplemented.
410244(A) Elective III: Pervasive Computing CO1:Demonstrate fundamental concepts in pervasive computing.
CO2:Explain pervasive devices and decide appropriate one as per the need of real timeapplications.
CO3:Classify and analyze context aware systems for their efficiency in different ICT systems.
CO4:Illustrate intelligent systems and generic intelligent interactive applications.
CO5:Design HCI systems in pervasive computing environment.
CO6:Explore the security challenges and know the role of ethics in the context of pervasivecomputing.
410244(B) Elective III: Multimedia Techniques CO1:Describe the media and supporting devices commonly associated with multimedia information andsystems.
CO2:Demonstrate the use of content-based information analysis in a multimedia information system.
CO3:Critique multimedia presentations in terms of their appropriate use of audio, video, graphics, color,and other information presentation concepts.
CO4:Implement a multimedia application using an authoring system.
CO5:Understanding of technologies for tracking, navigation and gestural control.
CO6:Implement Multimedia Internet of Things Architectures.
410244(C) Elective III: Cyber Security and Digital Forensics CO1:Analyze threats in order to protect or defend it in cyberspace from cyber-attacks.
CO2:Build appropriate security solutions against cyber-attacks.
CO3:Underline the need of digital forensic and role of digital evidences.
CO4:Explain rules and types of evidence collection
CO5:Analyze, validate and process crime scenes
CO6:Identify the methods to generate legal evidence and supporting investigation reports
410244(C) Elective III: Cyber Security and Digital Forensics CO1:Analyze threats in order to protect or defend it in cyberspace from cyber-attacks.
CO2:Build appropriate security solutions against cyber-attacks.
CO3:Underline the need of digital forensic and role of digital evidences.
CO4:Explain rules and types of evidence collection
CO5:Analyze, validate and process crime scenes
CO6:Identify the methods to generate legal evidence and supporting investigation reports
410244(E) Elective III: Digital Signal Processing  CO1:Understand the mathematical models and representations of DT Signals and Systems
CO2:Apply different transforms like Fourier and Z-Transform from applications point of view.
CO3:Understand the design and implementation of DT systems as DT filters with filter structuresand different transforms.
CO4:Demonstrate the knowledge of signals and systems for design and analysis of systems
CO5:Apply knowledge and use the signal transforms for digital processing applications
CO6:To understand Filtering and Different Filter Structures
410245(A) Elective IV: Information Retrieval CO1:Implement the concept of Information Retrieval
CO2:Generate quality information out of retrieved information
CO3:Apply techniques such as classification, clustering, and filtering over multimedia to analyzethe information
CO4:Evaluate and analyze retrieved information
CO5:Understand the data in various Application and Extensions of information retrieval
CO6:Understand Parallel information retrieving and web structure.
410245(B) Elective IV: GPU Programming and Architecture CO1:Describe GPU architecture
CO2:Write programs using CUDA, identify issues and debug them.
CO3:Implement efficient algorithms in GPUs for common application kernels, such as matrix multiplication
CO4:Write simple programs using OpenCL
CO5:Identify efficient parallel programming patterns to solve problems
CO6:Explore the modern GPUs architecture and it’s Applications.
410245(C) Elective IV: Mobile Computing CO1:Develop a strong grounding in the fundamentals of mobile Networks
CO2:Apply knowledge in MAC, Network, and Transport Layer protocols ofWireless Network
CO3:Illustrate Global System for Mobile Communications
CO4:Use the 3G/4G technology based network with bandwidth capacity planning,VLR and HLR identification algorithms
CO5:Classify network and transport layer of mobile communication
CO6:Design & development of various wireless network protocols using simulationtools
410245(D) Elective IV: Software Testing and Quality Assurance CO1:Describe fundamental concepts in software testing such as manual testing, automation testingand software quality assurance.
CO2:Design and Develop project test plan, design test cases, test data, and conduct test operations.
CO3:Apply recent automation tool for various software testing for testing software.
CO4:Apply different approaches of quality management, assurance, and quality standard to software system
CO5:Apply and analyze effectiveness Software Quality Tools.
CO6:Apply tools necessary for efficient testing framework.
410245(E) Elective IV: Compilers CO1:Design and implement a lexical analyzer using LEX tools
CO2:Design and implement a syntax analyzer using YACC tools
CO3:Understand syntax-directed translation and run-time environment
CO4:Generate intermediate codes for high-level statements.
CO5:Construct algorithms to produce computer code.
CO6:Analyze and transform programs to improve their time and memory efficiency
410248 Project Work Stage I CO1:Solve real life problems by applying knowledge.
CO2:Analyze alternative approaches, apply and use most appropriate one for feasible solution.
CO3:Write precise reports and technical documents in a nutshell.
CO4:Participate effectively in multi-disciplinary and heterogeneous teams exhibiting team work
CO5:Inter-personal relationships, conflict management and leadership quality.
410249 Audit Course 7: AC7 – I: MOOC-learn New Skill CO1:To acquire additional knowledge and skill.
410249 Audit Course 7: AC7 – II: Entrepreneurship Development  CO1:Understand the legalities in product development
CO2:Undertake the process of IPR, Trademarks, Copyright and patenting
CO3:Understand and apply functional plans
CO4:Manage Entrepreneurial Finance
CO5:Inculcate managerial skill as an entrepreneur
410249 Audit Course 7: AC7 – III: Botnet of Things CO1:Implement security as a culture and show mistakes that make applications vulnerable to attacks.
CO2:Understand various attacks like DoS, buffer overflow, web specific, database specific, web -spoofing attacks.
CO3:Demonstrate skills needed to deal with common programming errors that lead to most securityproblems and to learn how to develop secure applications
410249 Audit Course 7: AC7 – IV: 3D Printing CO1:Understand the basic knowledge of Shop Floor Safety rules and regulations basics of Machinetools and 3D printing machines.
CO2:Understand the concept of concept of technical sketching, multi-view drawings, Lettering,tolerance, and metric construction
CO3:Identify and Distinguish drafting terminologies and construction of geometrical figures using drawing instruments, procedure to prepare a drawing sheet as per SP-46:2003
CO4:Describe and Explain practical aspects to generate detailed and assembly views with dimensions,annotations, in 3D Modeling software.
CO5:Apply concepts and Fabricate the simple mechanical parts, prototype/ end use product for 3D Printing
410249 Audit Course 7: AC7 – V: Industrial Safety and Environment Consciousness CO1:Develop the plan for Safety performance
CO2:Demonstrate the action plan for accidents and hazards
CO3:Apply the safety and security norms in the industry
CO4:Evaluate the environmental issues of Industrialization
BE:2019-Sem II

 

Course CodeName of Subject/ CourseCourse Outcome (COs)
410250High Performance ComputingCO1:Understand various Parallel Paradigm
CO2:Design and Develop an efficient parallel algorithm to solve given problem
CO3:Illustrate data communication operations on various parallel architecture
CO4:Analyze and measure performance of modern parallel computing systems
CO5:Apply CUDA architecture for parallel programming
CO6:Analyze the performance of HPC applications
410251Deep LearningCO1:Understand the basics of Deep Learning and apply the tools to implement deep learning applications
CO2:Evaluate the performance of deep learning models (e.g., with respect to the bias-variance tradeoff, overfitting and underfitting, estimation of test error)
CO3:To apply the technique of Convolution (CNN) and Recurrent Neural Network (RNN) for implementing Deep Learning models
CO4:To implement and apply deep generative models
CO5:Construct and apply on-policy reinforcement learning algorithms
CO6:To Understand Reinforcement Learning Process
410252(A)Elective V: Natural Language ProcessingCO1:Describe the fundamental concepts of NLP, challenges and issues in NLP
CO2:Analyze Natural languages morphologically, syntactically and semantically OR Describe the concepts of morphology, syntax, semantics of natural language
CO3:Illustrate various language modelling techniques
CO4:Integrate the NLP techniques for the information retrieval task
CO5:Demonstrate the use of NLP tools and techniques for text-based processing of natural languages
CO6:Develop real world NLP applications
410252(B)Elective V: Image ProcessingCO1:Apply Relevant Mathematics Required for Digital Image Processing
CO2:Apply Special and Frequency Domain Method for Image Enhancement
CO3:Apply algorithmic approaches for Image segmentation
CO4:Summarize the Concept of Image Compression and Object Recognition
CO5:Explore the Image Restoration Techniques
CO6:Explore the Medical and Satellite Image Processing Applications
410252(C)Elective V: Software Defined NetworksCO1:Interpret the need of Software Defined networking solutions
CO2:Analyze different methodologies for sustainable Software Defined Networkingsolutions
CO3:Select best practices for design, deploy and troubleshoot of next generation networks
CO4:Develop programmability of network elements
CO5:Demonstrate virtualization and SDN Controllers using Open Flow protocol
CO6:Design and develop various applications of SDN
410252(D)Elective V: Advanced Digital Signal ProcessingCO1:Understand and apply different transforms for the design of DT/Digital systems
CO2:Explore the knowledge of adaptive filtering and Multi-rate DSP
CO3:Design DT systems in the field/area of adaptive filtering, spectral estimation and multi-rate DSP
CO4:Explore use of DCT and WT in speech and image processing
CO5:Develop algorithms in the field of speech , image processing and other DSP applications
CO6:Identify Image Processing Techniques
410253(A)Elective VI: Pattern RecognitionCO1:Analyze various type of pattern recognition techniques
CO2:Identify and apply various pattern recognition and classification approaches to solve the problems
CO3:Evaluate statistical and structural pattern recognition
CO4:Percept recent advances in pattern recognition confined to various applications
CO5:Implement Bellman’s optimality principle and dynamic programming
CO6:Analyze Patterns using Genetic Algorithms & Pattern recognition applications
410253(B)Elective VI: Soft ComputingCO1:Understand requirement of soft computing and be aware of various soft computing techniques
CO2:Understand Artificial Neural Network and its characteristics and implement ANN algorithms
CO3:Understand and Implement Evolutionary Computing Techniques
CO4:Understand the Fuzzy logic and Implement fuzzy algorithms for solving real life problems
CO5:Apply knowledge of Genetic algorithms for problem solving
CO6:Develop hybrid systems for problem solving
410253(C)Elective VI: Business IntelligenceCO1:Differentiate the concepts of Decision Support System & Business Intelligence
CO2:Use Data Warehouse & Business Architecture to design a BI system
CO3:Build graphical reports
CO4:Apply different data preprocessing techniques on dataset
CO5:Implement machine learning algorithms as per business needs
CO6:Identify role of BI in marketing, logistics, and finance and telecommunication sector
410253(D)Elective VI: Quantum ComputingCO1:To understand the concepts of Quantum Computing
CO2:To understand and get exposure to mathematical foundation and quantum mechanics
CO3:To understand and implement building blocks of Quantum circuits
CO4:To understand quantum information, its processing and Simulation tools
CO5:To understand basic signal processing algorithms FT, DFT and FFT
CO6:To study and solve examples of Quantum Fourier Transforms and their applications
410256Project Work Stage IICO1:Show evidence of independent investigation
CO2:Critically analyze the results and their interpretation
CO3:Report and present the original results in an orderly way and placing the open questions in the right perspective
CO4:Link techniques and results from literature as well as actual research and future research lines with the research
CO5:Appreciate practical implications and constraints of the specialist subject
410257Audit Course 8: AC8 – I: Usability EngineeringCO1:Describe the human centered design process and usability engineering process and their roles in system design and development
CO2:Discuss usability design guidelines, their foundations, assumptions, advantages, and weaknesses
CO3:Design a user interface based on analysis of human needs and prepare a prototype system
CO4:Assess user interfaces using different usability engineering techniques
CO5:Present the design decisions
410257Audit Course 8: AC8 – II: Conversational InterfacesCO1:Develop an effective interface for conversation
CO2:Explore advanced concepts in user interface
410257Audit Course 8: AC8 – III: Social Media And AnalyticsCO1:Develop a far deeper understanding of the changing digital landscape
CO2:Identify some of the latest digital marketing trends and skill sets needed for today’s marketer
CO3:Successful planning, prediction, and management of digital marketing campaigns
CO4:Assess user interfaces using different usability engineering techniques
CO5:Implement smart management of different digital assets for marketing needs
CO6:Assess digital marketing as a long term career opportunity
410257Audit Course 8: AC8 – IV: MOOC-learn New SkillCO1:To acquire additional knowledge and skill
 
410257Audit Course 8: AC8 – V: Emotional IntelligenceCO1:Expand your knowledge of emotional patterns in yourself and others
CO2:Discover how you can manage your emotions, and positively influence yourself and others
CO3:Build more effective relationships with people at work and at home
CO4:Positively influence and motivate colleagues, team members, managers
CO5:Increase the leadership effectiveness by creating an atmosphere that engages others
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