Bachelor of Science in Computer Science and Engineering

Outcomes

• Students will be able to solve quantitative problems in the field of inorganic, organic and physical chemistry i.e. solutions, thermochemistry, chemical kinetics, electrical properties of solution etc.
• Explain different basic theories in the field of selective organic reactions such as Oxidation-reduction, Substitution, Addition, Polymerization, Alkylation reactions etc.
• Define different basic parameters in the field of inorganic, organic and physical chemistry i.e., atomic structure, periodic table, chemical bonding, acids and bases, chemical equilibrium, thermochemistry and different types of solutions, phase rule etc.

References

• Modern Inorganic Chemistry – S. Z. Haider
• Concise Inorganic Chemistry (4th) – J. D. Lee
• A Textbook of Organic Chemistry(22nd) – Arun Bahl and B. S. Bahl
• Principles of Physical Chemistry – Haque and Nawab

Outcomes

• Students will be able to define the different parameters regarding inorganic and physical chemistry
• Estimate zinc, ferrous content in water samples by using various titrimetric methods.
• Construct Experiments by an individual or by a group to determine different phenomena regarding acid-base, iodoiodimetric, complexometric and redox titration etc
• Prepare a report for an experimental work

References

• Practical Chemistry - A Jabbar & M Haque
• Quantitative Chemical Analysis - A I Vogel
• Analytical chemistry - Gary D. Christian

Outcomes

• Students will be able to interpret circuit laws and apply their corresponding technique to find circuit quantities; also justify selection particular circuit concept(s) and theorem(s) for simplifying complex circuits.
• Competent in analyse 1st and 2nd-order circuits and evaluate the responses both in the presence and absence of dc circuits.
• Manage to outline sinusoids and phasors in explaining circuit parameters and analysing AC power.
• Able to understand the current voltage relation of 3 phase circuits for different configure-tions and reproduce knowledge of AC power to analyze real life power consumptions of transmission lines.

References

• Fundamentals of Electric Circuit by C. K. Alexander & M. N. Sadiku
• Introductory Circuit Analysis by R. L. Boylsted
• Alternating Current Circuits by G. S. Corcoran & R. F. Kerchner
• Basic Engineering Circuit Analysis by J. D. Irwin & R. M. Nelms Electric Circuits by James William Nilsson

Outcomes

• Students will be able to assemble electrical circuits that can verify fundamental electrical laws (KVL, KCL and Ohm’s Law)
• Set up circuits to justify Thevenin’s law and Norton’s law in electrical circuits.
• Produce desired ac waves and measure amplitude and phase of ac waves in oscilloscope, design analogue RLC filter that can produce desired frequency response.
• Develop collaborating nature by completing a simple project in both software and hardware and performing group activities.

References

• Fundamentals of Electric Circuit by C. K. Alexander & M. N. Sadiku
• Introductory Circuit Analysis by R. L. Boylsted
• Alternating Current Circuits by G. S. Corcoran & R. F. Kerchner

Outcomes

• Students will be able to identify specific stages of Bangladesh’s political history, through the ancient, medieval, colonial and post-colonial periods and variety of cultural identities of Bangladesh.
• Explain the economy and patterns of economic changes through qualitative and quantitative analysis.
• Develop the communication skill by presenting topics on Bangladesh studies.

References

• Bangladesh Studies: Md. Shamsul Kabir Khan and Daulatunnahar Khanam
• The Constitution of the People’s Republic of Bangladesh
• Discovery of Bangladesh: Akbar Ali Khan
• History of Bangladesh, Vols, 1-3: Sirajul Islam
• History of Modern Bengal, Vol, 1: R C Majumdar

Outcomes

• Students will be able to define the limit, continuity, and differentiability of functions, identify the rate of change of a function with respect to independent variables and describe the different techniques of evaluating indefinite and definite integrals.
• Apply the concepts or techniques of differentiation and integration to solve the problems related to engineering study
• Calculate the length, area, volume, center of gravity and average value related to engineering study

References

• Calculus (9th) - Howard Anton, Irl C. Bivens (Author), Stephen Davis.
• Calculus: An Intuitive and Physical Approach (2nd)-Morris Kline.

Outcomes

• Students will be able to define different basic parameters in the field of Waves and Oscillations, Optics and Modern physics such as periodic motion, simple harmonic motion, undamped oscillations, interference, diffraction, polarization and prism, photoelectric effect, Compton effect, matter wave, atomic model, radioactive decay, fusion, fission etc.
• Explain different basic theories in the field of Waves and Oscillations, Optics and Modern physics such as the wave motion for different systems along with energy, different formula for interference, diffraction, polarization special theory of relativity, Compton theory, nuclear transformation, and nuclear reaction etc.
• Solve quantitative problems in the field of Waves and Oscillations, Optics and Modern physics such as energy of wave motion, wavelength, diffraction pattern, relativistic energy, photon energy, Compton shift, nuclear binding energy etc.

References

• Fundamentals of Physics (10th) - Halliday, Resnick, and Walker
• Physics for Scientists and Engineers(9th) - Serway and Jewett
• Concept of Modern Physics (6th) - Arthur Beiser
• University Physics with Modern Physics (14th) - Hugh D. Young and Roger A. Freedman
• Modern Physics for Science and Engineering - Marshall L. Burns
• Waves and Oscillations - Walter Fox Smith
• Fundamental of Optics - Francis A. Jenkins and Harvey E.White

Outcomes

• Students will be able to define the different parameters regarding Waves and Oscillations, Optics, Mechanics, Electricity, Modern physics, and Thermal physics etc.
• Describe the different phenomena regarding Waves and Oscillations, Optics, Mechanics, Electricity, Modern physics, and Thermal physics etc.
• Construct Experiments by an individual or by a group to determine different phenomena regarding Waves and Oscillations, Optics, Mechanics, Electricity, Modern physics, and Thermal physics etc.

References

• Practical Physics: G. L. Squires
• Practical Physics: Dr Giasuddin and Md. Sahabuddin.
• B.Sc. Practical Physics: C. L Arora

Outcomes

• Students will be able to understand the techniques of academic reading and become familiar with technical terms and develop competency in academic reading, preparing report written communication/ presentation.
• Analyze any problem critically, analyze and interpret data and synthesize information to provide valid conclusions.
• Communicate effectively within the shortest possible time to present their reports and academic writings

References

• Langan, J. (2005). College Writing Skills with Readings (6th). McGraw-Hill Publication
• Interactions 1 (Reading), John Langan, Latest edition, McGraw-Hill Publication
• Headway Series – Advanced Level (2 parts with CDs): Oxford University Press Ltd.

Outcomes

• Describe algorithm and solve problems using computers
• Analyse the fundamental principles, typical characteristics and mechanisms of a structured programming language.
• Develop basic programming skills with respect to program design and development.
• Develop the communication skill by presenting topics on Structured programming Language.

References

• Teach Yourself C (3rd Edition) by Herbert Schidlt
• Programming in Ansi C (6th Edition) by E Balagurusamy
• C: The Complete Reference (4th Edition) by Herbert Schildt

Outcomes

• Understand the techniques of academic reading and become familiar with technical terms and develop competency in academic reading, preparing report written communication/ presentation.
• Communicate effectively within the shortest possible time to present their reports and academic writings
• Apply the techniques to find out the main points of any long article within a very limited time as well as know the techniques of any effective writing.

References

• Netzwerk A1 Chapter 1 – 6

Outcomes

• Define and identify the physical explanation of different vector notation, explain the basic concept of matrix, 2D and 3D geometry.
• Interpret mathematics, science and engineering such as calculating volume and area of any object in a vector field.
• Be proficient to analyse and demonstrate the technique in engineering problems which is taught in vector, matrix and Geometry.

References

• Vector Analysis(2nd) - Seymour Lipschutz, Dennis Spellman and Murray R. Spiegel, Schaum’s outlines.
• Elementary Linear algebra (12th) - Wiely, Howard Anton and Chris Rorres
• A Text Book on Co-ordinate Geometry with Vector Analysis - Rahman & Bhattacharjee.
• Analytic Geometry -Abdur Rahman.

Outcomes

• Define an argument using logical notation and determine if the argument is or is not valid.
• Construct simple mathematical proofs and possess the ability to verify them.
• Demonstrate the understanding of sets, relations and functions and modeling problems using graphs and trees.
• Develop the communication skills by presenting different topics on graphs and trees

References

• Discrete Mathematics and its Applications, 7th Edition by K. Rosen, McGraw Hill.
• Discrete Mathematics with Applications, 3rd Edition by Susanna S. Epp Gagne

Outcomes

• Be able to analyze the characteristics of various types of active and passive electronic components by constructing simple circuits using these elements.
• Be able to construct basic electronic devices to perform different mathematical operations and construct oscillator circuits.
• Be able to construct an electronic device for application in real life adapting the desired requirements.

References

• Electronic Devices and Circuit Theory -Robert L. Boylestad and Louis Nashelsky
• Electronic Principles – Albert P. Malvino.
• Operation Amplifiers and Linear Integrated Circuits-Robert F. Coughlin-Prentice Hall of India Private Limited

Outcomes

• Explain the basic operation of diodes, BJT, MOSFET, JFET, Op-Amp, oscillators, TRIAC, DIAC and their characteristics to solve engineering problems.
• Compare the characteristics of different types of diodes, transistors, OP-Amp and oscillators.
• Solve various mathematical problems to meet specific design criteria.

References

• Electronic Devices and Circuit Theory -Robert L. Boylestad and Louis Nashelsky
• Electronic Principles – Albert P. Malvino.
• Microelectronics Circuits-Adel S. Sedra & Keneth C. Smith-Oxford University Press

Outcomes

• Discuss algorithms and solve problems using computers.
• Analyze the fundamental principles, typical characteristics and mechanisms of a structured programming language practically.
• Apply practical knowledge to develop basic programming skills with respect to program design and development.

References

• Teach Yourself C (3rd Edition) by Herbert Schidlt
• Programming in Ansi C (6th Edition) by E Balagurusamy
• C Programming Language (2nd Edition) by Dennis M. Ritche

Outcomes

• Operate laboratory equipment by implementing and simulating simple combinational digital circuits.
• Analyse a given problem and apply the acquired knowledge to design both combinational and sequential circuits.
• Understand the relationship between abstract logic characterizations and practical implementations while designing a system

References

• Digital Logic and Computer Design by M. Morris Manno
• Digital Computer Electronics by Albert P. Malvino, Jerald A Brown

Outcomes

• Remember and understand the number system and Boolean algebra and basic properties of Boolean algebra to simplify simple Boolean functions.
• Understanding and applying the tabulation and Karnaugh map methods for simplifying combinational circuits.
• Identify the basic sequential logic components: SR Latch, Different Flip-Flops and their usage and able to analyze sequential logic circuits

References

• Digital Logic and Computer Design by M. Morris Mano
• Digital Computer Electronics by Albert P. Malvino, Jerald A Brown

Outcomes

• Grasp and utilize the fundamental features of an object-oriented programming language
• Understand the benefits of object-oriented design and analyse when it is an appropriate methodology to use.
• Deduce object-oriented solutions for small problems, involving multiple objects
• Illustrate good programming style and identify the impact of style on developing and maintaining programs.

References

• Teach Yourself C++ - Herbert Schidlt
• Introduction to Algorithms (CLRS) 3rd Edition Sep 2009
• Data Structures and Algorithm Analysis in C++ 2014

Outcomes

• Identify differential equations of various types and recognize the basic properties of Laplace and Fourier transform.
• Interpret the classifications of differential equations and estimate the technique of Laplace transform and Fourier transform of some elementary function.
• Solve different types of differential equations and apply Laplace transform to Ordinary Differential Equation and Fourier as well as Inverse Fourier transform to make use of boundary value problems in Engineering fields

References

• Ordinary and Partial Differential Equations (18th)- M.D.RAISINGHANIA.
• Differential Equations (3rd)- Shepley L. Ross.
• Differential Equations by Glen R. Hall.

Outcomes

• Understand the techniques of academic reading and become acquainted with technical vocabularies
• Understand the techniques of effective academic writing such as research article/report writing
• Communicate effectively within the shortest possible time to present any report and research work

References

• Jones, L. (1981). Functions of English. (Student’s Book, 2nd Ed.) Melbourne, Australia: Cambridge University Press.
• Dixon, R.J. (1987). Complete course in English. (Book 4). New Delhi, India: Prentice Hall of India. (For book presentation)
• Langan, J. (2005). College Writing Skills with Readings (6th Ed). McGraw-Hill Publication

Outcomes

• Compute the voltage regulation and efficiency of electrical machine, like transformer, alternator, dc motor etc. and justify these characteristics under various loading condition.
• Identify the characteristics of electrical machines like dc generator, dc motor etc. and trace various curves like armature voltage vs. armature current curve for dc generator or torque-speed curve of dc motor.
• Apply the basic idea of control system through the controlling of water level and water flow by feedback transducer.

References

• Electrical Machinery Fundamentals- Stephen J Chapman
• A Textbook of Electrical Technology - B.L Theraja
• A Course in Electrical and Electronic Measurements and Instrumentation by A. K. Sawhney
• Electronic Instruments and Instrumentation Technology’, by M. M. S. Anand

Outcomes

• Be proficient to describe the operating principles of generator, motor and transformer and be able to demonstrate the practical application.
• Be capable to understand the basics of electrical measurement systems and explain their characteristics and different measurement methods.
• Be adept in analyzing measurement data and performance of measurement systems

References

• Electrical Machinery Fundamentals- Stephen J Chapman
• A Textbook of Electrical Technology - B.L Theraja
• A Course in Electrical and Electronic Measurements and Instrumentation by A. K. Sawhney

Outcomes

• Design object-oriented solutions for small systems/ problems, involving multiple objects.
• Demonstrate good programming style and discuss the impact of style on developing and maintaining programs.
• Identify the relative merits of different algorithmic designs, programming constructs and data structures.

References

• Teach Yourself C++ by Herbert Schildt
• Object Oriented Programming with C++ by E Balagurusamy
• Complete Reference C++ by Herbert Schildt

Outcomes

• Express the fundamentals of static and dynamic data structures and relevant standard algorithms
• Demonstrate advantages and disadvantages of specific algorithms and data structures.
• Select basic data structures and algorithms for autonomous realization of simple programs or program parts.
• Determine and demonstrate bugs in the program, recognize needed basic operations with algorithms and data structures.

References

• Introduction to Algorithms (CLRS) 3rd Edition Sep 2009
• Data Structures and Algorithm Analysis in C++ 2014
• https://www.cs.usfca.edu/~galles/visualization/Algorithms.html

Outcomes

• Identify advantages and disadvantages of specific algorithms and data structures
• To develop programming skills for advanced data Structures and algorithms

References

• Introduction to Algorithms (CLRS) 3rd Edition Sep 2009
• Data Structures and Algorithm Analysis in C++ 2014
• https://www.shafaetsplanet.com/

Outcomes

• Identify the mathematical foundations of computation including mathematical proofs for computation.
• Design finite automata and regular expressions for regular languages.
• Design context free grammar and pushdown automata for context free languages.
• Illustrate Turing machines and investigate the limits of algorithmic solvability

References

• Introduction to the Theory of Computation, 3rd edition, 2012- Michael Sipser.
• Introduction to Automata Theory, Languages, and Computation. Addison-Wesley Longman Publishing Co., Inc., 3rd ed., 2008 - J. E. Hopcroft, R. Motwani, and J. D. Ullman
• Elements of the Theory of Computation. Upper Saddle River, NJ, USA: Prentice Hall PTR, 2nd edition, 1997- H. R. Lewis and C. H. Papadimitriou.

Outcomes

• Identify the concept of OOP with a pure object-oriented programming language (Java).
• Identify and express how to use advance programming features such as GUI design, exception handling and multi-threading.
• Demonstrate how to design and develop a complete real-world software solution

References

• Java, The Complete Reference (9th ed) - Herbert Schildt (2014)
• Introduction To Java Programming Comprehensive Version 10th Edition - Y. Daniel Liang

Outcomes

• Classify, analyze and evaluate the theories of applied statistics
• Apply and implement the practical applications in the field of Information Technology
• Analyze the real-life applications of statistics.

References

• Applied Statistics - Rebecca (Becky) M. (Margaret) Warner
• Applied Statistics for Engineers and Scientists - Jay L. Devore and Nicholas R. Famum
• An Introduction to Queuing Theory - U. Narayan Bhat

Outcomes

• Follow instructions on building of combinational and sequential circuits using basic logic gates and computer simulation using CAD tools.
• Apply basic Boolean laws and K-map to reproduce a simplified and efficient version of large scale complex circuits meeting the specified requirements using minimum hardware.
• Proficient to deconstruct a device and demonstrate skills to troubleshoot a digital circuit.

References

• Stephen Brown and Zvonko Vranesic, Fundamentals of Digital Logic with Verilog Design, 3rd edition 2014.
• Ronald J Tocci, Digital Systems, Pearson Education, 10th edition 2009
• Moris mano, Digital Design, Prentice Hall of India, 3rd edition, 2002.

Outcomes

• Identify the structure of various number systems and interpret its application in digital design
• Design various combinational and sequential circuits.
• Analyze the memory elements, state table and state diagrams of the sequential circuit.

References

• Digital Logic and Computer Design- M Morris Mano; Prentice Hall of India Private Ltd.
• Digital Fundamentals –Thomas L Floyd; Prentice Hall International, Inc.
• Pulse, Digital and Switching waveforms - Jacob Millman & Herbert Taub, Tata McGraw- Hill.

Outcomes

• Understand the theoretical aspects of ethics and moral philosophy in professional fields.
• Identify practical and legal problems commonly encountered by engineers in their professional industry.
• Develop foundation knowledge of ethics to be and apply them to solve engineering problems.

References

• Engineering Ethics: Concepts and Cases (4th Edition) - Charles E. Harris
• Engineering Ethics (4th Edition) - Charles B. Fleddermann
• The Elements of Moral Philosophy – James Rachels & Stuart Rachels

Outcomes

• Understand the implementation of any data structure or algorithm
• Implement any algorithm from its pseudo code and writing pseudo code from its algorithm
• Choose appropriate data structure and algorithm at the appropriate scenario

References

• https://www.cs.usfca.edu/~galles/visualization/Algorithms.html
• https://www.shafaetsplanet.com/
• https://forthright48.com/

Outcomes

• Be familiar with commonly used data structures and algorithms
• Apply required modification and optimization in any data structure and algorithm in common engineering design.
• Illustrate important algorithmic design paradigms and methods of analysis.
• Analyse the running time complexity and correctness of any algorithm

References

• Introduction to Algorithms (Third Edition), Thomas H. Cormen
• Data Structures and Algorithm Analysis in Cpp (Fourth Edition) – Mark Alan Weiss

Outcomes

• Understand the Overview, Computer System, Arithmetic and logic, Central processing unit and parallel organization
• Understand the Computer and Processor Design, Hazards; Exceptions; external and internal memory Pipeline and multiple processor systems.
• Develop and design an instruction set architecture and subsystems of central processing unit

References

• Computer Organization and Architecture, 9th Edition – William Stalling
• Computer Organization and Design, 4th Edition – David A Patterson
• Structured Computer Organization, 6th Edition – Andrew S. Tanenbaum

Outcomes

• Understand 2D and 3D views of simple objects.
• Apply the knowledge to draw sectional view, plan view and elevation of various objects and structures by hand and AutoCAD.

References

• Civil Engineering Drawing by - Gurcharan Singh &Subash Chandra
• Prathomic Engineering Drawing by - Hamonto Kumar Bhottacharjo
• Engineering Drawing by Basant Agrawal and C M Agrawal

Outcomes

• Adopt data communication simulation technologies.
• Compare each data transmission methods using both signal processing devices and lab software
• Apply amplitude, frequency and time division multiplexing techniques to share network bandwidth among multiple users.

References

• Data Communication and Networking (4th ed) - Behrouz A Forouzan (2017)
• Introduction to MATLAB – zyBook

Outcomes

• Demonstrate the knowledge in projects with a commercial relational database system (Oracle) and design a team-based project.
• Utilize the database design principles, SQL and PL SQL.
• Demonstrate the relational database theory and be able to develop and write relational algebra expressions for queries.

References

• Database System Concept, Abraham Silberschatz, Henry F. Korth, S. Sudarshan, Fifth Edition
• Oracle Database 11g The Complete Reference, Kevin Loney

Outcomes

• Explain data communication system and its components
• Percept the digital and analogue representations of signals and analyze the mechanism of encoding schemas
• Identify and analyze principles of security, performance, and reliability of different networks.

References

• Data Communication and Networking (4th ed) - Behrouz A Forouzan (2017)
• Data and Computer Communication - William Stallings
• Data Communication & Networks – R L Brewster

Outcomes

• Understand and respond to major operating systems like Windows, Linux etc.
• Apply and modify algorithms for process, thread, and memory management through group project work
• Develop the communication skill by presenting topics on operating systems

References

• Modern Operating Systems (4th) - Andrew S. Tanenbaum; Prentice Hall
• UNIX Shell Programming - Kanetkar
• Nachos Beginner's Guide - Saman Hadiani, Niklas Dahlbäck, and Uwe Assmann

Outcomes

• Classify, identify and analyse modern operating systems; concept for virtualization, cloud and multiple processor systems
• Understand and analyse process, thread, memory and file management systems.
• Understand and implement algorithms for process, thread, deadlock and memory management

References

• Modern Operating Systems (4th) - Andrew S. Tanenbaum; Prentice Hall
• Operating Systems: Internals and Design Principles – (9th) -William Stallings
• Operating System concepts - A. Silberschatz, P.B. Galvin, Greg Gagne

Outcomes

• Interpret microprocessors and microcontroller’s internal architecture and their operation.
• Analyse how the high-level language structure is converted to low level languages and how a processor executes a program line by line
• Design programs to interface microprocessor to external devices and design 8051 microcontroller-based system.
• Apply knowledge and programming proficiency using various addressing modes and data transfer instructions of the target microprocessor and solve assembly language programs

References

• Assembly Language Programming and Organization of the IBM PC--Ytha Yu, Charles Marut
• The Intel Microprocessors - Barry B Brey
• Microprocessors and Interfacing - Douglas V. Hall

Outcomes

• Remember, understand and apply the basic techniques of compiler construction and tools to perform syntax-directed translation of a high-level programming language into an executable code.
• Understand the working mechanisms of lex and yacc compiler for debugging of programs.
• Analyze and adapt the new tools and technologies used for designing a compiler

References

• Compilers: Principles, Techniques & Tools (2nd ed)- Alfred V Aho, Monica S Lam, Ravi Sethi, and Jeffrey D Ullman, Pearson/Addison Wesley (2006).
• A Compiler (2nd Ed) - Linda Torczon and Keith Cooper, Morgan Kaufmann Publishers Inc (2011).

Outcomes

• Remember and understand the role and purposes of compilers in programming languages.
• Remember, understand and apply the translation from one phase to another in compilation process.
• Understand and apply the mechanisms of separating lexical, syntactic and semantic analysis into meaningful phases for a compiler.
• Apply the design procedure of scanners and parsers using tools and build abstract syntax trees in connection with this.

References

• Compilers: Principles, Techniques & Tools (2nd ed)- Alfred V Aho, Monica S Lam, Ravi Sethi, and Jeffrey D Ullman, Pearson/Addison Wesley (2006).
• Engineering A Compiler (2nd Ed) - Linda Torczon and Keith Cooper, Morgan Kaufmann Publishers Inc (2011).

Outcomes

• Describe the basic concepts and appreciate the applications of database systems.
• Illustrate the basics of SQL and construct queries using SQL
• Be familiar with a commercial relational database system (Oracle) by writing SQL using the system.

References

• Database System Concept, Abraham Silberschatz, Henry F. Korth, S. Sudarshan, Fourth edition
• Files and Databases- An Introduction, Peter D. Smith and G.M. Barnes, AddisonWesley
• Database Management Systems, Raghu Ramakrishnan and Johannes Gehrke, Third edition

Outcomes

• Understand how low-level languages are implemented and how a processor executes a program line by line
• Design basic assembly programs and define where used.
• Interpret how a basic microcomputer works with its associated components.

References

• Assembly Language Programming and Organization of the IBM PC--Ytha Yu, Charles Marut
• The Intel Microprocessors - Barry B Brey
• Microprocessors and Interfacing - Douglas V. Hall

Outcomes

• Understand and apply software development process
• Analyse the user requirements and design the system models.
• Use software prototyping tool and develop system prototypes and test cases to evaluate the prototypes

References

• Software Engineering (10th Edition) by Ian Sommerville
• Software Engineering – a practitioner’s Approach (7th Edition) by Roger S. Pressman
• Software Engineering: Principles and Practice (3rd Edition) by Hans van Vliet

Outcomes

• Develop better understanding of environmental systems and impact of technology on the environment
• Analyse different environmental problems and apply technologies for sustainable environment.
• Understand the laws related to environment and sustainability and apply those law whenever required.

References

• Environmental Technology and Sustainability: Physical, Chemical and Biological Technologies for Clean Environmental Management (1st)- Basanta Kumara Behera (Author), Ram Prasad (Author
• Environmental Studies (2nd)- Dr. B. S. Chauhan
• A Textbook of Environmental Studies (Revised) D K Asthana & Meera Asthana

Outcomes

• Develop work responsibility and ethics in working environment
• Communicate effectively within the working environment
• Apply theoretical and academic knowledge for solving the industrial problem

References

• As guided by the respective industry.

Outcomes

• Understand the research fundamentals and formulate problem statement and research questions/objectives.
• Formulate and compose a research proposal considering research activities/design, background studies, and following standard guidelines
• Develop writing and presentation skill, and demonstrate ethical considerations in conducting research

References

• Engineering Research Methodology: A Practical Insight for Researchers. Springer, by Deb, Dipankar, Dey, Rajeeb, Balas, Valentina E.
• Research Methods for Engineers, 1st Edition, by David V. Thiel.
• Handbook of Research Methodology by Talati, J.K.

Outcomes

• Identify advance programming language and technique to solve complex problems, to design real time projects and to increase the depth of knowledge in programming
• Practice good programming style and identify and adapt to the changes in style of developing and maintaining systems
• Illustrate practical knowledge to identify the relative merits of different information architectural designs, programming constructs and data structures.

References

• Learning Web App Development: Build Quickly with Proven JavaScript Techniques - by Semmy Purewal
• Go Web Programming – by Chang Sau Sheong

Outcomes

• Understand and applying the fundamentals of software development process.
• Analyse the user requirements and designing different kind of system and architectural models for building software systems
• Develop testing mechanisms for assuring software quality including the dependability and availability.

References

• Software Engineering (10th Edition) by Ian Sommerville
• Software Engineering – a practitioner’s Approach (7th Edition) by Roger S. Pressman
• Software Engineering: Principles and Practice (3rd Edition) by Hans van Vliet

Outcomes

• Design different components of the microprocessor using the concept of computer system design.
• Implement combinatorial and sequential system using simulation software.
• Design and implement a customized microprocessor with special features and simulate it using simulation software with team presentation

References

• Digital Logic and Computer Design - M. Morris Manno
• Digital Computer Architecture – Malvino, Brown

Outcomes

• Design different components of a microcomputer like Accumulator, Shifter, ALU, RAM, Scratchpad Memory, 2-port Memory.
• Design a fully customized microprocessor with special features
• Understand and describe how to design a digital system using various methods.

References

• Digital Logic and Computer Design - M. Morris Manno
• Digital Computer Architecture – Malvino, Brown
• Digital Design and Computer Architecture - David Harris and Sarah Harris

Outcomes

• Understand and analyze different types of computer networks and create server client communication.
• Design and simulate present contemporary and new protocols of computer networks in Cisco Packet Tracer and NS2.
• Applying and analyzing different routing protocols of computer networks in physical devices.

References

• Computer Networks - Andrew S. Tanenbaum
• Complete Networking: A Top Down Approach Featuring the Internet – James F. Kurose, Keith W. Ross

Outcomes

• Understanding different types of networks, the organization of computer networks, proper placement of different layers of ISO model and factors influencing network development.
• Illustrate knowledge of different techniques of error detection and correction to detect and solve error bit during data transmission.
• Design network routing for IP networks using different routing protocol

References

• Data Communications and Networking - Behrouz Forouzan
• Computer Networks - Andrew S. Tanenbaum
• Complete Networking : A Top Down Approach Featuring the Internet - James F. Kurose, Keith W. Ross

Outcomes

• Classify, identify, and analyse that how the interface different types of external components work and communicate (Peripherals, sensors, PPIs, PICs etc.) with computer system
• Apply and implement the external components in real life application and improve the results based on statistical analysis.
• Analyze and evaluate abstract problems and apply hardware and software components to address the problem.

References

• The Intel Microprocessors (8th Edition) - Barry B Brey; Pearson (2008)
• Microprocessors and Interfacing (2nd Edition) - Douglas V Hall; McGraw Hill (2005)
• Computer Peripherals (3rd Edition) - Cook and White; Butterworth-Heinemann (1995)

Outcomes

• Analysis of computational problem using mathematical models and methods
• Understand the basics of probability theorem, concept of random variable
• Apply standard distributions in discrete and continuous cases
• Apply stochastic process and Queuing theory

References

• Concrete Mathematics -BY Graham, Knuth, Patashnik, 2nd Edition.
• Introduction to Probability Models BY Sheldon M. Ross, 9th Edition.
• Introduction to Probability BY Dimitri P. Bertsekas and John N. Tsitsiklis

Outcomes

• Demonstrate theoretical and technical knowledge of telecommunications systems associated with LANs, MANs, and WANs
• Learn to design, implement, and manage telecommunications systems using voice and data.
• Model and simulate telecommunications systems and networks in order to identify and solve these problems

References

• Introduction to Telecommunication: Voice, Data and the Internet (1st Edition) – Marion Cole; Prentice Hall (2010)
• Essential Guide to Telecommunications (5th Edition) - Annabel Z. Dodd; Prentice Hall (2012)
• Optical Fiber Communication: Principles and Practice (3rd Edition) – John M Senior; Pearson (2010)

Outcomes

• Understand the fundamental concepts like indexing and storing multimedia data for multimedia document.
• Analyse different techniques and problems for multimedia document
• acquired in developing multimedia applications – audio and video conferencing, video on demand, and voice over IP.

References

• Multimedia: Computing, Communications & Applications (US Edition) - Ralf Steinmetz, Klara Nahrstedt

Outcomes

• Select and explain a variety of algorithms with practical applications and the resource requirements of each.
• Determine the most suitable algorithm for any given task and then apply it to the problem
• Demonstrate adequate comprehension of the theory of intractability and prove when certain kinds of problems are intractable.

References

• Algorithm Design (1st Edition) -Jon Kleinberg , ÉvaTardos; Pearson (2012)
• Probability and Computing: Randomized Algorithms and Probabilistic Analysis -Michael Mitzenmacher, Eli Upfal; Cambridge University Press (2005)
• An Introduction to Computational Learning Theory -Michael J. Kearns , Umesh Vazirani; The MIT Press (1994)

Outcomes

• Understand the basic Cryptographic primitives used in Blockchain
• Develop decentralized applications and data storage, over and beyond its role as the technology underlying the cryptocurrencies
• Create a distributed and replicated ledger of events, transactions, and data generated through various IT processes with strong cryptographic guarantees of tamper resistance, immutability, and verifiability

References

• Draft version of “S. Shukla, M. Dhawan, S. Sharma, S. Venkatesan, ‘Blockchain Technology: Cryptocurrency and Applications’, Oxford University Press, 2019.
• Josh Thompson, ‘Blockchain: The Blockchain for Beginnings, Guild to Blockchain Technology and Blockchain Programming’, Create Space Independent Publishing Platform, 2017.

Outcomes

• Learn the fundamentals of programming to design real time projects and to increase the depth of knowledge in programming.
• Demonstrate the skill to develop and design a professional android app using Android software development tools
• Demonstrate the ability to deploy software to mobile devices and debug programs running on mobile devices.

References

• Fundamentals of Software Engineering: Designed to Provide an Insight into the Software Engineering Concepts By Amiya Kumar Rath and Hitesh MOHAPATRA

Outcomes

• Develop the skills to gain a basic understanding of neural network theory and fuzzy logic theory.
• Explore the functional components of neural network classifiers or controllers, and the functional components of fuzzy logic classifiers or controllers.
• Select and implement a basic trainable neural network or a fuzzy logic system for a typical control, computing application or biomedical application.

References

• Neural Networks and Fuzzy Systems - Shigeo Abe
• Introduction to Artificial Neural Systems - Jacek M. Zurada
• Artificial neural systems: foundations, paradigms, applications, and implementations - Patrick K. Simpson

Outcomes

• Understand image formation and the role of human visual system in perception of gray and colour image data
• Evaluate the basic objectives and applications of image processing
• Analyze image sampling and quantization requirements and implications

References

• Digital Image Processing (3rd/2nd Edition) - R. C. Gonzalez and R.E. Woods; Pearson Prentice Hall (2009)

Outcomes

• Develop systems’ requirement specification from top-level customer requirements
• Analyse and compare design alternatives, at the system and subsystem levels, and use measures of performance or other criteria to rank alternatives
• Plan and organize an engineering design project using tools such as Gantt charts to develop a work breakdown structure, develop a schedule including milestones, and estimate effort and costs incorporating the ethical, financial and environmental issues.
• Develop and design concept and elaborate it through to a detailed design by decomposing a system concept into component subsystems, identifying the subsystem requirements and applicable standards, and defining interfaces between the subsystems.
• Develop full-functional prototype integrating Hardware and Software

References

• The Intel Microprocessors (8th Edition) - Barry B Brey; Pearson (2008)
• Microprocessors and Interfacing (2nd Edition) - Douglas V Hall; McGraw Hill (2005)
• Software Engineering BY Ian Sommerville
• Android Programming: The Big Nerd Ranch Guide (3rd Edition) (Big Nerd Ranch Guides) 3rd Edition Data and Computer Communication - William Stallings

Outcomes

• Identify a real-life problem that can be translated to an engineering and/or computing solution through design, development and validation
• Identify outcomes and functional requirements of the proposed solution considering software and/or hardware specification and standards
• Identify sub-components of a complex problem, prepare timeline and appropriate budget using the project management skill
• Analyze, design, build, and evaluate engineering/computing system/subsystem with given specifications and requirements

References

• No reference found!

Outcomes

• Students will be able to demonstrate different management and control frameworks and know their impact on the project management discipline.
• Solve and apply cognitive skills and ability to identify, analysis, and articulate the importance of team building, project risk, and financial management.
• Use management software to help plan and manage information technology projects.
• Apply modern engineering techniques, skills, and management principles to do work as a member and leader in a team, to manage projects in multidisciplinary environments.
• Develop communication skills by presenting topics on project management and finance.

References

• Project Management for Engineering, Business and Technology (5th) - John M. Nicholas, Herman Steyn
• Principles of Project Finance (1st) - E.R. Yescom
• The Toyota Way: 14 Management Principles from the World's Greatest Manufacturer (1st, McGraw-Hill Education, 2004) - J. Liker

Outcomes

• Use modern analysis and design tools in the process of designing and validating of a system and subsystem
• Assess professional, ethical, and social impacts and responsibilities of the design project
• Identify and validate the impact of environmental considerations and the sustainability of a system/subsystem of a complete project
• Function effectively in a multi-disciplinary team

References

• No reference found!

Outcomes

• Remembering and understanding the notions of rational behaviour, goals, subareas, achievements and difficulties of AI agents
• Able to apply problem solving methods (informed, uninformed, local search, adversarial search and CSP) of single or multi agents to solve real life problems.
• Able to apply major concepts and approaches of knowledge representation, planning and learning for improving machine intelligence.

References

• Artificial Intelligence: A Modern Approach (4th Edition) – Stuart Jonathan Russell, Peter Norvig; Prentice Hall (2020)
• Artificial Intelligence: A New synthesis – Nils J. Nilsson; Routledge

Outcomes

• Applying, evaluating and valuing major concepts and approaches in knowledge representation, planning, learning, robotics and other AI areas.
• Analysing and evaluating programming skills for AI applications
• Applying traditional AI techniques and algorithms for solving problem.

References

• Artificial Intelligence: A Modern Approach (4th Edition) – Stuart Jonathan Russell, Peter Norvig; Prentice Hall (2020)
• Artificial Intelligence: A New synthesis – Nils J. Nilsson; Routledge
• Choco Solver Documentation - Charles Prud’homme, Jean-Guillaume Fages, Xavier Lorca

Outcomes

• Illustrate mobile wireless communication technologies and explain their functioning
• Explain the fundamental trade-offs related to resource limitations and communication needs in mobile communication and sensing systems.
• Discover and compare the range of novel applications based upon mobile systems as well as their particular requirements.

References

• Context-Aware Mobile and Ubiquitous Computing for Enhanced Usability: Adaptive Technologies and Applications (1st Edition) –Dragan Stojanovic; Information Science Reference (2009)
• Fundamentals of Mobile and Pervasive Computing (1st Edition) - Frank Adelstein, Sandeep KS Gupta, Golden Richard III and Loren Schwiebert; McGraw-Hill (2004)
• Handbook on Mobile and Ubiquitous Computing: Status and Perspective (1st Edition) - Laurence T. Yang, EviS Yukur and Seng W. Loke; CRC Press (2013)

Outcomes

• Demonstrate practical skills in developing mobile sensing applications
• Design and create mobile application in team base with presentation.
• Explain the range of novel applications based upon mobile systems as well as their particular requirements.

References

• Handbook on Mobile and Ubiquitous Computing: Status and Perspective (1st Edition) - Laurence T. Yang, EviS Yukur and Seng W. Loke; CRC Press (2013
• Android Studio 3.0 Development Essentials (1st Edition) - Android 8 Edition; Create Space Independent Publishing Platform (2017)

Outcomes

• Develop an appreciation for what is involved in learning models from data
• Understand a wide variety of learning algorithms
• Understand how to evaluate models generated from data and Enhance the learning parameters to achieve maximum performance

References

• Pattern Recognition and Machine Learning - Christopher M. Bishop; Springer
• Machine Learning - Tom Mitchell, McGraw Hill (International Edition)
• Introduction to Machine Learning, Second Edition - Ethem Alpaydin (2nd Edition)

Outcomes

• Develop a good understanding of the fundamental issues and challenges of machine learning: data, model selection, model complexity, etc.
• Evaluate the strengths and weaknesses of many popular machine learning approaches
• Appreciate the underlying mathematical relationships within and across Machine Learning algorithms and the paradigms of supervised and un-supervised learning
• Design and implement various machine learning algorithms in a range of real-world applications.

References

• Introduction to Machine Learning, Second Edition - Ethem Alpaydin
• Pattern Recognition –Sergios Theodoridis and Konstantinos Koutroumbas; Elsevier Inc.
• Machine Learning: An Algorithmic Perspective - Stephen Marsland
• Pattern Recognition and Machine Learning - Christopher M. Bishop; Springer