SHIVALIK COLLEGE OF ENGINEERING
|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 DATA STRUCTURE|
|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.
|PO1,PO2,PO3,PO4, PO6,PO7,PO9,PO8, PSO1,PSO2
|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.
|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.
|PO1,PO2,PO3,PO4, PO5, PSO1,PSO2|
|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.
|PO1,PO2,PO3,PO4, PO12 PSO1,PSO2|
|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
|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
|PO1,PO2,PO3,PO4, PO6, PSO1,PSO2|
|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
|PO1,PO2,PO3 PO4,PO5,PO9 PO10, PSO1,PSO2|
|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.
|PO1,PO2,PO3, PO4,PO5, PSO1,PSO2|
|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.
|PO1,PO2,PO3, PO4,PO5 PO6 PSO1,PSO2|
|BCSP -805 MAJOR PROJECT|
|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|