snjb’s kbj coe, chandwad...snjb’s kbj coe, chandwad department of computer engineering course...
TRANSCRIPT
SNJB’s KBJ COE, Chandwad Department of Computer Engineering
Course Outcomes I SEMESTER(FE SEM-I)
107001 Engineering Mathematics I
C101.1
Understand & Solve system of linear equations arising in all engineering fields using various matrix methods& its stability analysis using Eigen values and vectors.
C101.2 Apply algebraic and transcendental equations for complex engineering problems.
C101.3 Apply differential and integral calculus for solving engineering problems
C101.4 Apply knowledge of various series & rules to different engineering applications such as vibration thory,heat transfer,electrical circuits etc.
C101.5 Understand and solve ordinary and partial differential equations
C101.6
Apply error analysis and approximations techniques for engineering applications. Stationary values of functions (Maxima and Minima), arising in optimization problems
107002 Engineering Physics
C102.1 Apply basic concepts to resolve many engineering and technological problems.
C102.2 Appreciate and use the methodologies to analyse and design a wide range of engineering system.
C102.3
Use various techniques for measuerement,calculation,control and analyse engineering problems based on the principles of Optics,Ultrasonics,Acaustics,Quantum Physics,Superconductivity,Laser,Physics of nano particles and Semiconductor Physics.
C102.4 Undestand the recent trends and advances in technology,it requires precise control over dynamics of macroscopic engineering system.
C102.5 Identify manipulation of processes over micro and nano scale-level as there is a growing demand of solid understanding of principles of basic sciences.
C102.6 Apply basic ideas and gives the solution for developing mathematical and analytical abilities with higher precision.
102006 Engineering Graphics-I
C103.1 Understand and apply different dimensioning methods, theory of projection for point, line, and different 2D planes.
C103.2 Understand and apply projection of solid on principle planes and to draw different engineering curves, development of lateral surfaces.
C103.3 Draw different orthographic views of a 3D object by first angle method of projection.
C103.4 Construct Isometric projection (3D) of an object from orthographic views.
103004 Basic Electrical Engineering
C104.1 Apply the basic laws of Conservation of Energy
C104.2 Understand the principles of Electromagnetism
C104.3 Understand the principles of Electrostatics and basic operation of transformer
C104.4 Apply the basic laws for Single phase AC Circuits
C104.5 Apply the basic laws for Poly phase AC Circuits
C104.6 Apply the basic laws and theorems for DC circuits
101005 Basic Civil and Environmental Engineering
C105.1 Understand Basic areas in Civil Engineering and Role of Civil Engineer in Various Civil Engineering Projects.
C105.2 Able to identify and categorize basic materials used for construction and distinguish Substructure and Superstructure.
C105.3 Got the concept of Field survey and Aerial survey and able to solve Levelling problems.
C105.4
Understand the impact of Ecology and Ecosystem on human behavior and understand sustainable development and solid waste management.
C105.5
Understood the Principles of Planning and concept of built up area, Carpet area, Plinth area etc. Apply the concept to solve the problem
C105.6 Distinguish between Conventional and Non conventional Energy sources
and able to identify the sources of Pollution and their remedial measures
110003 Fundamentals Of Programming Languages I
C106.1 Understand the fundamental principles, concepts and constructs of computer programming
C106.2 Analyze competency for the design, coding and debugging
C106.3 Simplify the real world problems apply programming skills using 'C' to solve it.
C106.4 Realize the need of structural programming planning and algorithms.
II SEMESTER(FE SEM-II)
107008 Engineering Mathematics II
C108.1 Understand to frame differential equation and studied various kind of solutions of differential equation
C108.2
Understand Modeling of various physical system with the help of differential equation such as Newton’s law cooling, L-C-R circuits, rectilinear motion, mass-spring systems heat transfer etc
C108.3 Understand design and analysis of continuous and discrete system ,where knowledge of Fourier series and harmonic Analysis is required
C108.4 Trace the curve & Use of measurement of arc lengths of various curves
C108.5 Use of sphere ,cone and cylinder that arise in vector calculus ,electro -magnetic field theory,cad cam ,computer graphics etc
C108.6
Understand advanced techniques to evaluated integral,Understand and solve Multiple integrals which are used in calculating areas ,volumes, mean, and RMS values ,mass, moment of inertia and center of Gravity
107009 Engineering Chemistry
C109.1
Understand the various process of removing the hardness of water, Apply principles of green chemistry in designing alternative pathways to reduce environmental pollution.
C109.2
Obtain (Find) basic knowledge of different electro analytical techniques like PH-metry, Conductometry, Potentiometery, and UV-Visible Spectroscopy for analytical applications.
C109.3
Illustrate (Explain) knowledge about various synthetic organic polymers for engineering applications.
C109.4 Present (Know) and analyze the different types of fuels And their applications in day to day life.
C109.5 Describe (Explain) various compounds of Hydrogen & Carbon, with properties and applications.
C109.6 Make use of (Apply) science for understanding corrosion and its prevention to improve industrial design.
102013 Basic Mechanical Engineering
C110.1
Understand function and application of power transmitting elements.
Understand mechanical properties & application of various engineering materials in real world.
C110.2
Understand different manufacturing process and there applications
Understand function and operations performed on different machine tools.
C110.3 Distinguish various laws of thermodynamics.
C110.4 Understand concepts and application of power absorbing machines and prime movers.
101011 Engineering Mechanics
C111.1 Calculate the resultant of various force system and centroid of plane lamina and wire bends.
C111.2
Find Velocity, Acceleration, Distance covered, and Displacement of motion for motion under gravity, constant acceleration, variable acceleration and motion curve. Distinguish between relative motion and dependant motion.
C111.3
Calculate Velocity, Acceleration, Distance covered and Displacement of curvilinear motion by various co-ordinate systems.
C111.4 Apply conservation of energy, work energy principle, conservation of momentum and impulse momentum principle.
C111.5
Draw free body diagram of given force system. Find support reaction of simple beam and compound beam. Find resultant and its point of application for concurrent and parallel forces in space.
C111.6 Find forces in members of truss, cable and frame. Find coefficient of friction for wedge, ladder and flat belt friction.
104012 Basic Electronics Engineering
C112.1 Understand the working of different types of Diodes and their circuits.
C112.2 Understand the construction and working of Transistors and their applications.
C112.3 Analyze the basic circuits of op-amp, timer IC 555 and IC voltage regulator.
C112.4 Simplify logical equations and Realize combinational and sequential circuits.
C112.5 Understand basics of transducers and working of power devices.
C112.6 Study Fundamentals of communication system and basic technologies for transmission.
110010 Fundamentals Of Programming Languages II
C113.1 Understand the implementation of user define data type structure and union, to develop competency for the logic, design, coding and debugging.
C113.2 Understand Object Oriented Programming languages various function and use of OOP’s.
C113.3 Understand the World Wide Web and scripting language HTML.
C113.4 Understand basics of Android, WAP technology and Embedded system and its programming.
III SEMESTER(SE SEM-I)
210241 Discrete Mathematics
C201.1 Solve real world problems logically using appropriate set theory and interpret the associated operations and terminologies in context.
C201.2 Understand real world problems logically using appropriate function, and relation models and interpret the associated operations and terminologies in context.
C201.3 Analyze and synthesize the real world problems using Graph theory and Tree Concepts.
C201.4 Analyze and synthesize the real world problems using discrete mathematics terms counting and algebraic structure.
210242 Digital Electronics & Logic Design
C202.1 Able to design simple combinational logics using basic gates. Able to optimize simple logic using Karnaugh maps simplification.
C202.2 Understand the basic sequential logic components: Latches, Flip-Flop and their usage and able to analyze sequential logic circuits.
C202.3 Understand the concept of programmable logic devices, Algorithmic State Machine chart and high-level hardware description languages.
C202.4 Evaluate and compare the functionalities, properties and applicability of Logic Families.
C202.5 Understand and use of the architecture of the advanced processor thoroughly assembly programming.
210243 Data Structures and Algorithms
C203.1 To discriminate the usage of various structures in approaching the problem solution.
C203.2 To design the algorithms to solve the programming problems.
C203.3 To use effective and efficient data structures in solving various Computer Engineering domain problems.
C203.4 To analyze the problems to apply suitable algorithm and data structure.
210244 Computer Organization and Architecture
C204.1 To understand the structure, function and characteristics of computer systems.
C204.2 To understand the design of the various functional units and components of digital computers.
C204.3 To identify the elements of modern instructions sets and explain their impact on processor design.
C204.4 To explain the function of each element of a memory hierarchy, identify and compare different methods for computer I/O.
C204.5 To compare simple computer architectures and organizations based on established performance metrics.
210245 Object Oriented Programming
C205.1 Analyze the strengths of object oriented programming
C205.2 Design and apply OOP principles for effective programming
C205.3 Develop programming application using object oriented programming language C++
C205.4 Percept the utility and applicability of OOP
210246 Digital Electronics Lab
C206.1 Understand the working of different logic gate IC's
C206.2 Able to design combinational circuit using Boolean equation.
C206.3 Able to design Sequential circuit using Boolean equation.
C206.4 Understand and use of of high-level hardware description languages.
C206.5 Understand the concept of the Microprocessor assembly programming.
210247 Data Structures Lab
C207.1 Ability to analyze algorithms & its analysis procedure
C207.2 Ability to design and implement various data structures & Algorithms
C207.3 Ability to implement stack,queue,linked list operations
C207.4 Ability to introduce various techniques for representation of the data in the real world
C207.5 Students will be able to Develop Application using Data Structures algorithms
210248 Object Oriented Programming Lab
C208.1 The students will be able to Design, develop and troubleshoot software based on object oriented programming methodologies.
C208.2 Apply and implement major object oriented concepts like message passing, function overloading, operator overloading and inheritance to solve real-world problems.
C208.3 Use major C++ features such as Templates for data type independent designs and File I/O (Sequential and random file) to deal with large data set
C208.4 Analyze, design and develop solutions to real-world problems applying OOP Concepts of C++ (mini project)
210249 Soft Skills Lab
C209.1 The students will be able to Effectively communicate through verbal/oral communication and improve the listening skills
C209.2 The students will be able to Write precise briefs or reports and technical documents
C209.3 The students will be able to Actively participate in group discussion / meetings / interviews and prepare & deliver presentations.
C209.4 The students will be able to Become more effective individual through goal/target setting, self motivation and practicing creative thinking.
C209.5 The students will be able to Function effectively in multi-disciplinary and heterogeneous teams through the knowledge of team work, Inter-personal relationships, conflict management and leadership quality.
210250 Audit Course -I Road Safety
C210.1 Student can able to Understand Existing Road Transport Scenario .
C210.2 Student cab able to understand Accident Causes & Remedies.
C210.3 Student should able to take apply Road Safety Education while driving vehicles.
C210.4 Student should able to take safety precaution while driving and follow all rules
IV SEMESTER(SE SEM-II)
207003 Engineering Mathematics III
C211.1 student can able to understand and Solve the higher order Linear Differention Equations by using Appropriate techniques for modelling and analyzing the electrical circuits
C211.2 Student can able to solve the problems related to fourier transform , Z-transform and applications to Signals and Image Processing
C211.3 Student can apply the statistical methods like correlations regressions analysis
C211.4 probablity theory analysis and predications of given data as applied to machine intelligence
C211.5 perform vector differentations and integrations to analyze the vector field and find line , surface and volume integrals
C211.6 Analyzing the conformal mapping transformations and perform contour integrations of complex number
210251 Computer Graphics
C212.1 Apply mathematics and logic to develop Computer programs for elementary graphic operations and scan conversion
C212.2 Develop scientific approach to understand polygon, polygon filling and clipping algorithms.
C212.3 Develop scientific and strategic approach to solve complex problems in the domain of Computer Graphics in 2D , 3D transformations
C212.4 Apply the logic to develop animation and gaming programs.
C212.5 Develop the competency to understand the concepts related to Computer Vision and Virtual reality and shading and Hidden surfaces.
C212.6 Apply the logic to understand natural graphical shapes like curves and fractals.
210252 Advanced Data Structures
C213.1 Develop the various operations of Binary Trees & its applications. Apply it for solving various problem domain.
C213.2 Understand the Greedy strategy and able to analyze the various graph algorithms, to solve the programming problems.
C213.3 Understand how to use hashing and design the solutions for resource optimization.
C213.4 Develop the knowledge of dynamic programming applications including the ability to implement them using Search Trees..
C213.5 Demonstrate & recognize the design & development principles in the implementation of Multiway trees & differentiate between various indexing techniques.
C213.6 Determine appropriate file structure approach to organize the data for solving various file management problems.
210253 Microprocessor
C214.1 Understand the history, signals, architecture and Programmer‘s Model of advanced processor to use resources for programming.
C214.2 To understand the system level features, addressing modes & Assembly language programming in context with memory management.
C214.3 To understand Multitasking & Protection Features for Security from 80386 architecture onwards.
C214.4 To understand IO interfacing, Interrupt & Exception handing of System 80386
C214.5 To understand features of Debugging, Virtual mode, Machine Cycles, pipelining
C214.6 Able to Learn Numeric data processor Features, architecture and advance features of microprocessor to choose any of the processor like 80386DX & NDP based on the type.
210254 Principles of Programming Languages
C215.1 To analyze the strengths and weaknesses of programming languages for effective and efficient program development.
C215.2 To inculcate the principles underlying the programming languages enabling to learn new programming languages
C215.3 To grasp different programming paradigms
C215.4 To use the programming paradigms effectively in application development
210255 Computer Graphics Lab
C216.1 Develop graphics based programs by applying mathematics and logic for elementary graphic operations
C216.2 Develop graphics based programs to draw and fill polygons
C216.3 Develop graphics based programs to draw shapes to perform transformation on it.
C216.4 Develop the logic to understand natural graphical shapes with technology like OpenGL
C216.5 Implement clipping algorithms on line and polygon to design a sustainable system.
C216.6 Understand and develop Mini project for different animation clips with help of different tools or languages.
210256 Advanced Data Structures Lab
C217.1 To understand the use of Tree data structure for searching
C217.2 To understand the use of graph data strucutre for path finding
C217.3 To understand the hashing for collision avoidance and data storage
C217.4 To undestand file organization
C217.5 To undestand error handing
C217.6 to understand generic way of coding
210257 Microprocessor Lab
C218.1 To understand the assembly language programming to develop embedded Application.
C218.2 To understand and use of the architecture of the advanced processor thoroughly assembaly programming.
C218.3 To introduce the learner with application instruction set and logic to build assembly language programs.
C218.4 To understand debugging and testing techniques in assembaly language program
C218.5 To understand the advance microprocessor architectures then 80386 architecture.
210258 Audit Course -II
C218.1 Understanding of the global water cycle and its various processes
C218.2 Understanding of climate change and their effects on water systems
C218.3 Understanding of Drinking treatment and quality of groundwater and surface water
C218.4 Understanding of the Physical, chemical, and biological processes involved in water treatment and distribution.
V SEMESTER(TE SEM-I)
310241 Theory of Computation
CO302.1 Construct Finite State machines to solve problems in computing
CO302.2 Write mathematical expressions for the formal Language.
CO302.3 Apply well defined rules for syntax verification
CO302.4 Construct & analyze Turing machine for formal languages
CO302.5 Construct & analyze push down, post for formal languages
CO302.6 Express the understanding of the decidability & decidability problems
310242 Database Management Systems
C302.1 Design E-R Model for given requirements and convert the same into database tables.
C302.2 Use database techniques such as SQL & PL/SQL
C302.3 Use modern database techniques such as NOSQL
C302.4 Explain transaction Management in relational database System
C302.5 Describe different database architecture and analyses the use of appropriate architecture in real time environment
C302.6 Students will be able to use advanced database Programming concepts Big Data – HADOOP
310243 Software Engineering and Project Management
C303.1 Decide on a process model for a developing a software project
C303.2 Classify software applications and Identify unique features of various domains
C303.3 Design test cases of a software system.
C303.4 Understand basics of IT Project management.
C303.5 Plan, schedule and execute a project considering the risk management
C303.6 Apply quality attributes in software development life cycle.
310244 Information Systems and Engineering Economics
C304.1
Understand the need, usage and importance of an Information System to an organization also activities that are undertaken while managing, designing, planning, implementation, and deployment of Computerized Information System
C304.2 Analyze various Information System solutions like ERP, CRM, Data warehouses and the issues in successful
C304.3 Study past history, present position and expected performance of a company
C304.4 Perform and evaluate present worth, future worth and annual worth analyses on one of more economic alternatives
C304.5 Able to carry out and evaluate benefit/cost, life cycle and breakeven analyses on one or more economic alternatives
310245 Computer Networks
C305.1 Analyze the requirements for a given organizational structure to select the most appropriate networking architecture and technologies
C305.2 Demonstrate LAN and WAN protocol behavior using Modern Tools.
C305.3 Analyze data flow between peer to peer in an IP network using Application, Transport and Network Layer Protocols.
C305.4 Illustrate applications of Computer Network capabilities, selection and usage for various sectors of user community.
C305.5 Develop Client-Server architectures and prototypes by the means of correct standards and technology
310246 Skill Development Lab
C306.1 Understand the Fundamental of Advance Java programming Language
C306.2 Develop & Implement assignment based on Java Programming Language
C306.3 Understand the Fundamental Concepts of Data Science with R Programming.
C306.4 Develop & Implement assignment based on Data Science with R programming.
310247 Database Management System Lab
C307.1 Develop the ability to handle databases of varying complexities
C307.2 Use advanced database Programming concepts
C307.3 Implement a database based application using frontend and perform operations on database at run time to design a sustainable system.
310248 Computer Networks Lab
C308.1 Demonstrate LAN and WAN protocol behavior using Modern Tools.
C308.2 Analyze data flow between peer to peer in an IP network using Application, Transport and Network Layer Protocols.
C308.3 Demonstrate basic configuration of switches and routers.
C308.4 Develop Client-Server architectures and prototypes by the means of correct standards and technology.
310249 Audit CourseIII
C309.1 To assess the current security landscape, including the nature of the threat, the general status
of common vulnerabilities, and the likely consequences of security failures;
C309.2
To critique and assess the strengths and weaknesses of general cyber security models, including the CIA triad
C309.3
To appraise the interrelationships among elements that comprise a modern security system, including hardware, software, policies, and people;
C309.4 To assess how all domains of security interact to achieve effective system-wide security at the enterprise level.
VI SEMESTER(TE SEM-II)
310250 Design and Analysis of Algorithms
C310.1 Student should able to Formulate the problem
C310.2 Analyze the asymptotic performance of algorithms
C310.3 Decide and apply algorithmic strategies to solve given problem
C310.4 Find optimal solution by applying various methods
C310.5 Understand how to apply correct startagy of algorithm on problem.
310251 Systems Programming and Operating System
C311.1 To analyze & synthesize various system software & understand the design of two pass assembler.
C311.2 To comprehend the design of Loaders, Linkers and Macro processor
C311.3 To recognize the role of compiler and interpreter and implement scanner and parser using LEX and YACC tool.
C311.4 To evaluate the process scheduling & deadlock avoidance algorithms for managing processes in OS.
C311.5 To study and apply various memory management techniques.
C311.6 To understand the I/O Management in OS
310252 Embedded Systems and Internet of Things
C312.1 Understand basic building blocks of embedded system & IoT applications
C312.2 Implement an architectural design for IoT for specified requirement
C312.3 Choose between available technologies and devices for stated IoT challenge, Develop Practical Exposure of RPi with Python
C312.4 Understand the various IoT Protocols , standardization and fundamentals of security in IoT ,the ways to implement secure infrastructure for IoT
C312.5 Understand and be able to explain WoT Vs IoT and role of cloud computing in a typical IoT system
C312.6 To learn communication of IoT with Cloud and the web application framework to develop IoT Applications
310253 Software Modeling and Design
C313.1 Analyze the problem statement (SRS) and choose proper design technique for designing web-based/ desktop application
C313.2 Design and analyze an application using UML modeling as fundamental tool
C313.3 use forward engineering and reverse engineering, to convert UML diagrams into Code & vice versa
C313.4 Apply design patterns to understand reusability in OO design
C313.5 Decide and apply appropriate modern tool for designing and modeling
C313.6 Decide and apply appropriate modern testing tool for testing web-based/desktop application
310254 Web Technology
C314.1 To understand web development process and select suitable web development design methodology
C314.2 Design & develop web based application using suitable client side web technologies
C314.3 Design & develop web based application using suitable Java based server side web technologies
C314.4 Design & develop web based application using suitable server side web technologies like PHP and AJAX
C314.5 Develop solution to complex problems using appropriate method, technologies, and frameworks.
C314.6 Develop solution to complex problems using appropriate web services and content management
310255 Seminar and Technical Communication
C315.1 Understand the basic technical writing concepts and terms, such as audience analysis, jargon, format, visuals, and presentation.
C315.2 Develop the skills to read, understand, and interpret material on technology.
C315.3 Develop communication and writing skills
C315.4 Understand new and modern Technology
C315.5 Understand the problem and suggest effective solution
310256 Web Technology Lab
C316.1 Develop web based application using suitable client side web technologies
C316.2 Develop web based application using suitable server side web technologies
C316.3 Understand and develop solution to complex problems using appropriate method, technologies, frameworks, web services and content management
C316.4 Implement a web based application using database and perform operations on database at run time to design a sustainable system.
310257 System Programming & Operating System Lab
C317.1 To implement basic language translator by using various needed data structures
C317.2 To implement basic Macroprocessor
C317.3 To design and implement Dynamic Link Libraries
C317.4 To implement scheduling schemes
310258 Embedded Systems & Internet of Things Lab
C318.1 Understand IOT Application Development using Raspberry-Pi board & Use Various Sensor like IR,Camera,DHT-11 etc
C318.2 Understand and Develop Solution for Problem in Society like Home safety,Traffic Signal,Lift Elevator etc.
C318.3 Understand and Develop Client-Server Application to be deployed on Raspberry-Pi board
C318.4 Understand and Develop web interface web interface for Raspberry-pi/Beagle board to control the connected LEDs remotely through the interface.
C318.5 Understand and Develop a Real time application like smart home use IDS,CameraModule etc.
310259 Audit COurse IV(DRA)
C319.1 Create editorial calendars to manage content distribution
C319.2 Use Social Listening tools to create timely, relevant content
C319.3 Create Social Media policies that combine business objectives with appropriate use of social media channels and content
VII SEMESTER(BE SEM-I)
410241 High Performance Computing
C401.1 Describe different parallel architectures, interconnect networks, programming models
C401.2 Develop an efficient parallel algorithm to solve given problem
C401.3 Analyze and measure performance of modern parallel computing systems
C401.4 Build the logic to parallelize the programming task
410242 Artificial Intelligence & Robotics
C402.1 Identify and apply suitable Intelligent agents for various AI applications
C402.2 Design smart system using different informed search / uninformed search or heuristic approaches.
C402.3 Identify knowledge associated and represent it by ontological engineering to plan a strategy to solve given problem.
C402.4 Apply the suitable algorithms to solve AI problems
410243 Data Analytics
C403.1 To write case studies in Business Analytic and Intelligence using mathematical models.
C403.2 To present a survey on applications for Business Analytic and Intelligence.
C403.3 To Critically analyze problems and identify analytical solutions.
C403.4 To write problem solutions for multi-core or distributed, concurrent/Parallel environments
C403.5 To Formulate and use appropriate models of data analysis to solve hidden solutions to business-related challenges.
410244D Data Mining & Warehousing
C404D.1 Apply basic, intermediate and advanced techniques to mine the data
C404D.2 Analyze the output generated by the process of data mining
C404D.3 Explore the hidden patterns in the data
C404D.4 Optimize the mining process by choosing best data mining technique
410245B Software Testing and Quality Assurance - Elective II
C405B.1 Understand fundamental concepts in software testing such as manual testing, automation testing and software quality
C405B.2 Design and Develop project test plan, design test cases, test data, and conduct test operations
C405B.3 Apply recent automation tool for various software testing for testing software
C405B.4 Apply different approaches of quality management, assurance, and quality standard to software system
C405B.5 Apply and Analyze effectiveness Software Quality Tools
410246 Laboratory Practice-I
CO406.1 To understand and implement parallel programming conepts using OPenMP and Cuda.
CO406.2 To understand and implement different informed search / uninformed search /heuristic approaches to real time applications.
CO406.3 To analyse the datasets using different Computational Algorithms and Tools.
CO406.4 To develop Real world problems/application.
410247 Laboratory Practice II
C407.1 Ability to handle various Data Mining Algorithm using tool like RapidMiner,R Studio etc.
C407.2 Perform Automation testing for Desktop based Application using various Open Source tool like Selenium, Jmeter, Junit etc. Prepare Test Plan, Test Execution, Test Result & Defect Report.
C407.3 Perform Automation testing for Web based Application Using Selenium Webdriver, Selenium IDE also Prepare Test Plan,Test Execution,Test Result & Defect Report.
410248 Project Work Stage I
C408.1 Solve real life problems by applying knowledge and skills keeping an eye on current technologies and inculcate the practice of lifelong learning.
C408.2 Analyze alternative approaches, apply and use most appropriate one for
feasible solution
C408.3 Write precise reports and technical documents in a nutshell.
C408.4 Participate effectively in multi-disciplinary and heterogeneous teams exhibiting team work, Inter-personal relationships, conflict management and leadership quality.
C408.5 Provide solution to problems considering social, safety, environmental, ethical and legal issues .
410249 Audit COurse 5
C409.1 Learn and Understand the various IoT Protocol and Architecture.
C409.2 To Critically analyze problems and identify IoT solutions.
C409.3 Analyze various attacks like DoS, buffer overflow, web specific, database specific, web - spoofing attacks.
C409.4 Learn the Concept of Botnet and how to develop the same.
VIII SEMESTER(BE SEM-II)
410250 Machine Learning
C410.1 Distinguish different learning based applications
C410.2 Apply different preprocessing methods to prepare training data set for machine learning.
C410.3 Design and implement supervised and unsupervised machine learning algorithm.
C410.4 Learn different Classifier and SVM
C410.5 Learn Decision Tree and Meta classifiers concepts
C410.6 Correlate different Clustering techniques and Deep Learning Concepts
410251 Information and Cyber Security
C411.1 To understand the basics of cyber security and analyze difference between security & privacy
C411.2 Comprehend the different data encryption techniques and their standards
C411.3 Analyze the security in terms of public key management & distribution using several authentication protocols
C411.4 Build and apply various protocols inorder to fulfill the security requirements against cyber attack
C411.5 Analyze the threats inorder to protect or defend it in cyberspace from cyber attacks
C411.6 Identify various confidentiality issues, techniques and legal laws to safeguard against cyber attacks
410252C Embedded and Real Time Operating System
C412C.1 Recognize the Hardware & Software components of Embedded & Real time systems and its characteristics.
C412C.2 Understand & Classify the Design techniques, Embedded Processors and the Communication bus protocols for Embedded & Real system.
C412C.3 Comprehend various I/O Communication Devices & Protocols.
C412C.4 Classify & Exemplify the real time systems and analyze various real time scheduling algorithms.
C412C.5 Understand the inter process communication of real-time operating systems.
C412C.6 Understand multiprocessor scheduling and Apply Embedded software development tools to design any RTOS Application.
410253-D Business Intelligence
C413.1 Apply basic, intermediate and advanced techniques to analyse the data
C413.2 Analyze the output generated by the process of Business Intelligence
C413.3 Explore the hidden patterns in the data
C413.4 Optimize the mining process by choosing best Business Intelligence technique
C413.5 Analyze knowledge from the datawarehouse by BI tools
410254 Laboratory Practice-III (DSRand GPD)
C414.1 Able to Understand and Apply Machine Learning Algorithm using Linear Regression,Decision Tree Classifier, K-NN Classification,K-Mean Clustering
C414.2 Able to Understand and Apply the Genetic Algorithm, SVM,PCA for optimization on a dataset obtained from UCI ML repository.
C414.3 Implementation of S-DES,S-AES,Diffie Hellan,RSA and ECC Algorithm
C414.4 Detect both SQL injection attack as well as the Cross-Site Scripting attacks.
C414.5 Develop a web site and demonstrate how the contents of the site can be changed by the attackers if it is http based and not secured.
410255 Laboratory Practice-IV
C415.1 Apply basic, intermediate and advanced techniques to analysis the data
C415.2 Analyze the output generated by the process of Business Intelligence
C415.3 Explore the hidden patterns in the data
C415.4 Optimize the mining process by choosing best Business Intelligence technique
410256 Project Phase II
C417.1 To write review SRS, reliability testing reports, and other software engineering documents in the project report
C417.2 To write problem solution using multi-core, distributed, embedded, concurrent/Parallel environments
C417.3 To write the test cases to demonstrate the results of the project;
C417.4 To write conference paper
C417.5 To write code using FOSS tools and technologies or propitiatory Tools as per requirements;
C417.6 To practice presentation, communication and team-work skills.
410257 Audit Course 6 (Business Intelligence)
C418.1 Apply basic, intermediate and advanced techniques to analyse the data
C418.2 Analyze the output generated by the process of Business Intelligence
C418.3 Explore the hidden patterns in the data
C418.4 Optimize the mining process by choosing best Business Intelligence technique