18MAT31

1.Use Laplace Transform and Inverse Laplace Transform in solving differential/integral equation arising in network analysis, control systems and other fields of engineering.
2.Demonstrate the Fourier series to study the behavior of periodic functions and their applications in system communications, digital signal processing and field theory. .
3.Make use of Fourier transform and Z-transform to illustrate discrete/continuous function arising in wave and heat propagation, signals and system. .
4.Solve first and second order ordinary differential equations arising in engineering problems using single step and multistep numerical methods 5.Determine the externals of functional using calculus of variations and solve problems arising in dynamics of rigid bodies and vibrational analysis.

18CS32

1.Use different types of data structures, operations and algorithms. .
2.Apply searching and sorting operations on files . .
3.Use stack, Queue, Lists, Trees and Graphs in problem solving .
4.Implement all data structures in a high-level language for problem solving

18CS33

1.Design and analyze application of analog circuits using photo devices, timer IC, power supply and regulator IC and op-amp. .
2.Explain the basic principles of A/D and D/A conversion circuits and develop the same. .
3.Simplify digital circuits using Karnaugh Map , and Quine-McClusky Methods .
4.Explain Gates and flip flops and make us in designing different data processing circuits, registers and counters and compare the types. .
5.Develop simple HDL programs

18CS34

1.Explain the basic organization of a computer system. .
2.Demonstrate functioning of different sub systems, such as processor, Input/output, and memory. .
3.Illustrate hardwired control and micro programmed control, pipelining, embedded and other computing systems. .
4.Design and analyze simple arithmetic and logical units.

18CS35

1.Design a software system, component, or process to meet desired needs within realistic constraints. .
2.Assess professional and ethical responsibility .
3.Function on multi-disciplinary teams .
4.Use the techniques, skills, and modern engineering tools necessary for engineering practice .
5.Analyze, design, implement, verify, validate, implement, apply, and maintain software systems or parts of software systems

18CS36

1.Use propositional and predicate logic in knowledge representation and truth verification. .
2.Demonstrate the application of discrete structures in different fields of computer science. .
3.Solve problems using recurrence relations and generating functions. .
4.Application of different mathematical proofs techniques in proving theorems in the courses. .
5.Compare graphs, trees and their applications.

18CSL37

1.Use appropriate design equations / methods to design the given circuit. .
2.Examine and verify the design of both analog and digital circuits using simulators. .
3.Make us of electronic components, ICs, instruments and tools for design and testing of circuits for the given the appropriate inputs.

18CSL38

1.Analyze and Compare various linear and non-linear data structures.
2.Code, debug and demonstrate the working nature of different types of data structures and their applications .
3.Implement, analyze and evaluate the searching and sorting algorithms.
4.Choose the appropriate data structure for solving real world problems

18KVK28/39/49

At the end of the course, the student will be able to understand kannada and communicate in kannada language

18CPC39/49

1.Describe and analyze role and salient features of the Indian Constitution. .
2.Understand the structure and powers of the union and State Executives. .
3.Relate to the procedures and provisions in the electoral process. .
4.Develop Engineering and Professional ethics and adopt the responsibilities expected of an engineer. .
5.Identify the cybercrimes and describe the cyber safety measures.

18MAT41

1.Use the concepts of analytic function and complex potentials to solve the problems arising in electromagnetic field theory. .
2.Utilize conformal transformation and complex integral arising in aerofoil theory, fluid flow visualization and image processing. .
3.Apply discrete and continuous probability distributions in analyzing the probability models arising in engineering field. .
4.Make use of the correlation and regression analysis to fit a suitable mathematical model for the statistical data.

18CS42

1.Describe computational solution to well-known problems like searching, sorting etc. .
2.Estimate the computational complexity of different algorithms. .
3.Devise an algorithm using appropriate design strategies for problem solving.

18CS43

1.Demonstrate need for OS and different types of OS .
2.Apply suitable techniques for management of different resources .
3.Use processor, memory, storage and file system commands .
4.Realize the different concepts of OS in platform of usage through case studies

18CS44

1.Describe the architectural features and instructions of ARM microcontroller .
2.Apply the knowledge gained for Programming ARM for different applications.
3.Interface external devices and I/O with ARM microcontroller.
4.Interpret the basic hardware components and their selection method based on the characteristics and attributes of an embedded system.
5.Develop the hardware /software co-design and firmware design approaches .
6.Demonstrate the need of real time operating system for embedded system applications

18CS45

1.Explain the object-oriented concepts and JAVA. .
2.Develop computer programs to solve real world problems in Java.
3.Develop simple GUI interfaces for a computer program to interact with users, and to understand the event-based GUI handling principles using swings.

18CS46

1.Explain the various components of data communication. .
2.Explain the fundamentals of digital communication and switching. .
3.Compare and contrast data link layer protocols. .
4.Summarize IEEE 802 xx standards.

18CSL47

1.Design algorithms using appropriate design techniques .
2.Implement a variety of algorithms such assorting, graph related, combinatorial, etc., in a high level language. .
3.Analyze and compare the performance of algorithms using language features. .
4.Apply and implement learned algorithm design techniques and data structures to solve real-world problems

18CSL48

1.Develop and test program using ARM7TDMI/LPC2148 .
2.Conduct the following experiments on an ARM7TDMI/LPC2148 evaluation board using evaluation version of Embedded 'C' & Keil Uvision-4 tool/compiler.

18CS51

1.Define management, organization, entrepreneur, planning, staffing, ERP and outline their importance in entrepreneurship.
2.Utilize the resources available effectively through ERP .
3.Make use of IPRs and institutional support in entrepreneurship

18CS52

1.Explain principles of application layer protocols.
2.Recognize transport layer services and infer UDP and TCP protocols.
3.Classify routers, IP and Routing Algorithms in network layer.
4.Understand the Wireless and Mobile Networks covering IEEE 802.11 Standard.
5.Describe Multimedia Networking and Network Management

18CS53

1.Identify, analyze and define database objects, enforce integrity constraints on a database using RDBMS.
2.Use Structured Query Language (SQL) for database manipulation.
3.Design and build simple database systems .
4.Develop application to interact with databases.

18CS54

1.Acquire fundamental understanding of the core concepts in automata theory and Theory of Computation.
2.Learn how to translate between different models of Computation.
3.Design Grammars and Automata for different language classes and become knowledgeable about restricted models of Computation and their relative powers.
4.Develop skills in formal reasoning and reduction of a problem to a formal model, with an emphasis on semantic precision and conciseness .
5.Classify a problem with respect to different models of Computation.

18CS55

1.Demonstrate proficiency in handling of loops and creation of functions.
2. Identify the methods to create and manipulate lists, tuples and dictionaries.
3.Discover the commonly used operations involving regular expressions and file system
4.Interpret the concepts of Object-Oriented Programming as used in Python.
5.Determine the need for scraping websites and working with CSV, JSON and other file formats.

18CS56

1.Explain Unix Architecture, File system and use of Basic Commands.
2.Illustrate Shell Programming and to write Shell Scripts.
3.Categorize, compare and make use of Unix System Calls .
4.Build an application/service over a Unix system.

18CSL57

1.Analyze and Compare various networking protocols.
2.Demonstrate the working of different concepts of networking.
3.Implement, analyze and evaluate networking protocols in NS2 / NS3 and JAVA programming language

18CSL58

1.Create, Update and query on the database. .
2.Demonstrate the working of different concepts of DBMS .
3.Implement, analyze and evaluate the project developed for an application.

18CIV59

1.Understand the principles of ecology and environmental issues that apply to air, land, and water issues on a global scale.
2.Develop critical thinking and/or observation skills, and apply them to the analysis of a problem or question related to the environment.
3.Demonstrate ecology knowledge of a complex relationship between biotic and abiotic components.
4.Apply their ecological knowledge to illustrate and graph a problem and describe the realities that managers face when dealing with complex issues.

18IS61

1. Choose appropriate file structure for storage representation.
2. Identify a suitable sorting technique to arrange the data.
3. Select suitable indexing and hashing techniques for better performance to a given problem.

18IS62

1. Derive test cases for any given problem.
2. Compare the different testing techniques.
3. Classify the problem into suitable testing model.
4. Apply the appropriate technique for the design of flow graph.
5. Create appropriate document for the software artifact.

18CS63

1. Adapt HTML and CSS syntax and semantics to build web pages.
2.Construct and visually format tables and forms using HTML and CSS.
3.Develop Client-Side Scripts using JavaScript and Server-Side Scripts using PHP to generate and display the contents dynamically.
4.Appraise the principles of object oriented development using PHP.
5.Inspect JavaScript frameworks like jQuery and Backbone which facilitates developer to focus on core features

18CS641

1.Identify data mining problems and implement the data warehouse .
2.Write association rules for a given data pattern.
3.Choose between classification and clustering solution.

18CS642

1. Describe the concepts of object-oriented and basic class modelling.
2. Draw class diagrams, sequence diagrams and interaction diagrams to solve problems.
3. Choose and apply a befitting design pattern for the given problem.

18CS643

1. Explain cloud computing, virtualization and classify services of cloud computing.
2. Illustrate architecture and programming in cloud.
3. Describe the platforms for development of cloud applications and List the application of cloud.

18CS644

<1. Interpret the need for advanced Java concepts like enumerations and collections in developing modular and efficient programs.
2. Build client-server applications and TCP/IP socket programs.
3. Illustrate database access and details for managing information using the JDBC API.
4. Describe how servlets fit into Java-based web application architecture.
5. Develop reusable software components using Java Beans.

18IS645

1. Describe the role of information technology and information systems in business.
2. Record the current issues of information technology and relate those issues to the firm.
3. Interpret how to use information technology to solve business problems.

18CS651

1.Create, test and debug Android application by setting up Android development environment.
2.Implement adaptive, responsive user interfaces that work across a wide range of devices.
3.Infer long running tasks and background work in Android applications.
4.Demonstrate methods in storing, sharing and retrieving data in Android applications .
5.Analyze performance of android applications and understand the role of permissions and security .
6.Describe the steps involved in publishing Android application to share with the world

18CS652

1. Identify different data structures in C programming language.
2. Appraise the use of data structures in problem solving.
3. Implement data structures using C programming language.

18CS653

1. Explain the object-oriented concepts and JAVA.
2. Develop computer programs to solve real world problems in Java. Develop simple GUI interfaces for a computer program to interact with users.

18CS654

1. Explain the fundamentals of operating system.
2. Comprehend process management, memory management and storage management.
3. Familiar with various types of operating systems.

18ISL66

1. List out the requirements for the given problem.
2. Design and implement the solution for given problem in any programming language(C, C++,JAVA).
3. Derive test cases for any given problem.
4. Apply the appropriate technique for the design of flow graph.
5. Create appropriate document for the software artifact.

18ISL67

1. Implement operations related to files
2. Apply the concepts of file system to produce the given application.
3. Evaluate performance of various file systems on given parameters.

18CSMP68

1.Create, test and debug Android application by setting up Android development environment.
2.Implement adaptive, responsive user interfaces that work across a wide range of devices.
3.Infer long running tasks and background work in Android applications.
4.Demonstrate methods in storing, sharing and retrieving data in Android applications.
5.Infer the role of permissions and security for Android applications.

18CS71

1.Appaise the theory of Artificial intelligence and Machine Learning.
2.Illustrate the working of AI and ML Algorithms.
3.Demonstrate the applications of AI and ML.

18CS72

1.Understand fundamentals of Big Data analytics.
2.Investigate Hadoop framework and Hadoop Distributed File system.
3.Illustrate the concepts of NoSQL using MongoDB and Cassandra for Big Data.
4.Demonstrate the MapReduce programming model to process the big data along with Hadoop tools.
5.Use Machine Learning algorithms for real world big data.
6.Analyze web contents and Social Networks to provide analytics with relevant visualization tools.

18CS731

1.Design and implement codes with higher performance and lower complexity .
2.Be aware of code qualities needed to keep code flexible.
3.Experience core design principles and be able to assess the quality of a design with respect to these principles.
4.Capable of applying these principles in the design of object oriented systems.
5.Demonstrate an understanding of a range of design patterns. Be capable of comprehending a design presented using this vocabulary.
6.Be able to select and apply suitable patterns in specific contexts

18CS732

1. Illustrate the key factors affecting performance of CSE applications.
2. Illustrate mapping of applications to high-performance computing systems.
3. Apply hardware/software co-design for achieving performance on real-world applications.

18CS733

1. Explain the concepts of parallel computing and hardware technologies.
2. Compare and contrast the parallel architectures.
3. Illustrate parallel programming concepts.

18CS734

Design the User Interface, design, menu creation, windows creation and connection between menus and windows.

18CS741

1. Explain fundamentals of image processing.
2. Compare transformation algorithms.
3. Contrast enhancement, segmentation and compression techniques.

18CS742

1. Analyze the issues and challenges pertaining to management of emerging network technologies such as wired/wireless networks and high-speed internets.
2. Apply network management standards to manage practical networks.
3. Formulate possible approaches for managing OSI network model.
4. Use on SNMP for managing the network.
5. Use RMON for monitoring the behavior of the network.
6. Identify the various components of network and formulate the scheme for the managing them.

18CS743

1. Analyze the natural language text.
2. Define the importance of natural language.
3. Understand the concepts Text mining.
4. Illustrate information retrieval techniques.

18CS744

1.Define cryptography and its principles .
2.Explain Cryptography algorithms .
3.Illustrate Public and Private key cryptography .
4.Explain Key management, distribution and certification .
5.Explain authentication protocols .
6.Tell about IPSec

18CS745

1. To understand Basic Programming concepts and the underlying logic/structure.
2. To Describe RPA , where it can be applied and how its implemented.
3. To Describe the different types of variables, Control Flow and data manipulation techniques.
4. To Understand Image, Text and Data Tables Automation.
5. To Describe automation to Email and various types of Exceptions and strategies to handle.

18CS751

1. Explain the importance of data and data analysis..
2. Interpret the probabilistic models for data..
3. Define hypothesis, uncertainty principle..
4. Evaluate regression analysis.

18CS752

1. Examine Python syntax and semantics and be fluent in the use of Python flow control and functions..
2. Demonstrate proficiency in handling Strings and File Systems..
3. Create, run and manipulate Python Programs using core data structures like Lists, Dictionaries and use Regular Expressions..
4. Interpret the concepts of Object-Oriented Programming as used in Python..
5. Implement exemplary applications related to Network Programming, Web Services and Databases in Python.

18CS753

<1. Identify the AI based problems..
2. Apply techniques to solve the AI problems..
3. Define learning and explain various learning techniques..
4. Discuss on expert systems.

18CS754

1. Build applications on Visual Studio .NET platform by understanding the syntax and semantics of C#..
2. Demonstrate Object Oriented Programming concepts in C# programming language..
3. Design custom interfaces for applications and leverage the available built-in interfaces in building complex applications..
4. Illustrate the use of generics and collections in C#..
5. Compose queries to query in-memory data and define own operator behavior.

18CSL76

1.Implement and demonstrate AI and ML algorithms.
2.Evaluate different algorithms.

18CS81

1. Interpret the impact and challenges posed by IoT networks leading to new architectural models.
2.Compare and contrast the deployment of smart objects and the technologies to connect them to network.
3.Appraise the role of IoT protocols for efficient network communication.
4.Elaborate the need for Data Analytics and Security in IoT.
5.Illustrate different sensor technologies for sensing real world entities and identify the applications of IoT in Industry.

18CS821

1. Explain state of art techniques in wireless communication.
2. Discover CDMA, GSM. Mobile IP, WImax.
3. Demonstrate program for CLDC, MIDP let model and security concerns.

18CS822

1.Identify key challenges in managing information and analyze different storage networking technologies and virtualization
2.Explain components and the implementation of NAS
3.Describe CAS architecture and types of archives and forms of virtualization
4.Illustrate the storage infrastructure and management activities

18CS823

1. Define, compare and use the four types of NoSQL Databases (Document-oriented, KeyValue Pairs, Column-oriented and Graph).
2. Demonstrate an understanding of the detailed architecture, define objects, load data, query data and performance tune Column-oriented NoSQL databases.
3. Explain the detailed architecture, define objects, load data, query data and performance tune Document-oriented NoSQL databases

18CS824

1. Identify the limitations of ILP and the need for multicore architectures.
2. Define fundamental concepts of parallel programming and its design issues.
3. Solve the issues related to multiprocessing and suggest solutions.
4. Make out the salient features of different multicore architectures and how they exploit parallelism.
5. Demonstrate the role of OpenMP and programming concept.