modules_cleaned.csv

subject_code,module_number,module_title,topics
BAS3101,1,Matrices,"Types of matrices; Elementary row and column transformations; Rank of matrix; Linear dependence; System of linear equations; Characteristic equation; Cayley Hamilton theorem; Eigen values and eigen vectors; Applications of matrices to engineering problems"
BAS3101,2,Differential Calculus,"Leibnitz theorem; Partial differentiation; Euler theorem; Expansion of functions of several variables; Jacobians; Extreme values of several variables; Lagrange method of multipliers"
BAS3101,3,Multiple Integrals,"Double integrals; Triple integrals; Change of order of integration; Change of variables; Beta and Gamma functions; Applications to area and volume; Dirichlet integral"
BAS3101,4,Vector Calculus,"Point function; Gradient; Divergence; Curl of vector; Physical interpretation of gradient divergence curl; Line integrals; Surface integrals; Volume integrals; Green's theorem; Stokes theorem; Gauss divergence theorem; Applications of vector calculus theorems"
BAS3102,1,Wave Optics,"Interference of light; Biprism experiment; Displacement of fringes; Interference in thin film; Wedge shaped film; Newton's rings; Single slit diffraction; N slit diffraction grating; Diffraction grating spectra; Dispersive power of grating; Rayleigh criterion; Resolving power; Polarisation; Double refraction; Nicol prism; Circular and elliptical polarised light; Optical activity; Fresnel theory of optical activity; Polarimeter"
BAS3102,2,Laser and Fibre Optics,"Spontaneous emission; Stimulated emission; Einstein coefficients; Population inversion; Pumping; Ruby laser; He-Ne laser; Applications of laser; Holography; Optical fibre basics; Propagation mechanism; Types of optical fibre; Acceptance angle; Numerical aperture; V number; Attenuation; Signal loss in optical fibre; Dispersion in optical fibre"
BAS3102,3,Special Theory of Relativity,"Inertial and non inertial frames; Concept of ether; Michelson Morley experiment; Einstein postulate of special relativity; Lorentz transformation; Length contraction; Time dilation; Mass variation; Relativistic velocity addition theorem; Mass energy equivalence"
BEE3101,1,Electrical Circuits,"Introduction to linear and nonlinear circuits; Circuit elements; Various sources and source transformations; Solution of DC circuits using Kirchhoff's laws; Mesh analysis; Nodal analysis; Thevenin theorem; Norton theorem; Maximum power transfer theorem; Tellegen's theorem; Applications to DC networks"
BEE3101,2,AC Circuits,"AC voltage and currents; Average and RMS values; Form factor and peak factor; Phasor representation of sinusoidal quantities; Phasor in polar rectangular and exponential forms; Analysis of single phase series parallel circuits; Active reactive and apparent power; Power factor improvement; Frequency response and Q factor; Balanced three phase AC circuits; Star delta connections; Measurement of power by two wattmeter method"
BEE3101,3,Measuring Instruments and Transformers,"Electrical measuring instruments; Types of instruments; Construction and working principles of PMMC; Construction and working principles of MI; Construction and working principles of single phase dynamometer ammeter; Construction and working principles of voltmeter; Construction and working principles of wattmeter; Induction type energy meter; Characteristics of magnetic materials; Practical magnetic circuits; Magnetic circuits with DC and AC excitation; Hysteresis and eddy current losses; Self and mutual inductances; Faraday's laws; Lenz's law; Sinusoidally varying magnetic field; Principle of transformer operation; EMF equation; Equivalent circuit; Losses and efficiency; Introduction to auto transformer and its applications"
BEE3101,4,Electrical Machines,"Basic concepts of rotating electrical machines; DC machines motor and generator working principle; Types of DC machines; EMF and torque equations; Characteristics and application of DC motor; Three phase induction motors types; Principle of operation of induction motors; Starting methods of induction motors; Applications of induction motors; Synchronous machines motor and generator principle of operation and applications"
BME3102,1,Fundamental Concepts and Definitions,"Definition of thermodynamics; Microscopic and macroscopic approaches; Systems surroundings and universe; Concept of continuum; Properties and state; Thermodynamic properties; Thermodynamic path process and cycle; Thermodynamic equilibrium; Reversibility and irreversibility; Quasi static process; Work and heat; Zeroth law of thermodynamics; Concept of temperature"
BME3102,2,First and Second Law of Thermodynamics,"Thermodynamic processes; Flow work; Joule's experiment; Internal energy and enthalpy; First law of thermodynamics applied to open systems; Steady flow systems and their analysis; Application of steady flow energy equation; Limitations of first law of thermodynamics; PMM-I; Statement of second law of thermodynamics; Heat engine; Heat pump and refrigerator; PMM-II; Efficiency of Carnot engine; Entropy; Clausius inequality; Definition of third law of thermodynamics"
BME3102,3,IC Engines Boilers and Condensers,"Classification of IC engines; Engine terminology; Compression ignition engines and spark ignition engines; Construction and working of two stroke and four stroke engines; Difference between SI and CI engines; Difference between two stroke and four stroke engines; Efficiency of Otto cycle; Efficiency of diesel cycle; Boilers and steam generators classifications; Working of fire tube boilers; Working of water tube boilers; Boiler mountings and accessories; Classification of condensers; Air leakage; Condenser performance parameters"
BAS3103,1,Introduction to General Chemistry,"Atomic structure; Chemical bonding; Significance of quantum numbers; Shapes of s p d f orbitals; Atomic orbitals; Rules for filling electrons in orbitals; Hybridization and its applications; Molecular orbital theory; Applications in homonuclear and heteronuclear diatomic molecules; Reaction kinetics; Rate equation; Order and molecularity of reaction; Theories of reaction rates; Integrated rate equations"
BAS3103,2,Stereochemistry,"Mechanistic concepts of stereochemistry; Concept of isomerism; Types of isomerism; Optical activity; Elements of symmetry; Molecular chirality; Optical isomerism; Chiral and achiral molecules with two stereogenic centers; Geometrical isomerism; Conformational isomerism; Conformational analysis of ethane and n butane; Introduction to green chemistry; Principles of green chemistry"
BAS3103,3,Analytical and Spectroscopic Techniques,"Titrimetric analysis; Standard solutions; Equivalents and normality; Indicators; Nuclear magnetic resonance; Magnetic nuclei with special reference to proton NMR; Shielding and deshielding; Ultraviolet spectroscopy; Types of transition; Chromophores and auxochromes; Water treatment and purification; Zeolite method; Water treatment for quality monitoring and management; Water surveillance; Water effluent treatment plants; Standards and regulatory norms"
BAS3103,4,Polymer Chemistry,"Introduction to polymer chemistry; Classification of polymers; Mechanism of addition polymerization; Thermoplastic and thermosetting resins; Molecular weight of polymers; Elastomers; Natural rubber; Buna S; Buna N; Butyl rubber; Synthetic fibers; Nylon 6; Nylon 6 6; Kevlar; Dacron; Organic conducting polymers; Polyaniline; Polythiophene; Polypyrrole"
BHS3101,1,Fundamentals of Communication,"Definition nature origin scope features and process of communication; Types of communication verbal and non verbal; Formal and informal communication; Oral and written communication; Levels of communication extra personal interpersonal organizational grapevine group and mass communication; Language as a tool of communication; Flow of communication vertical upward and downward lateral horizontal; Technical communication definition and distinction from general communication; Importance of technical communication for technical professionals; Barriers to communication definition and types; Physical semantic and psychological barriers; Extra personal intra personal interpersonal and organizational barriers; How to overcome communication barriers"
BHS3101,2,Creativity in Communication,"Word formation affixation; Compounding; Blending; Conversion; Enriching vocabulary synonyms antonyms homophones homonyms; One word substitution; Foreign words and phrases"
BHS3101,3,Forms of Writing and Technical Communication,"Revision interpreting paraphrasing and précis writing; Pre requisites of good sentences; Essentials of good sentences and common errors to be avoided; Sequence for logical arrangement writing unity coherence clarity; Methods of writing inductive deductive chronological spatial comparison and contrast; Business communication principles and seven C's of technical communication; Formats and types of business letters; Sales and credit letters; Inquiry quotation and reply letters; Letters for placing and fulfilling orders; Complaint claim and adjustment letters; Job letters cover letters and resume; Reports definition significance features and purpose; Types of reports informal periodic informational analytical; Formats and structures of reports letter format memo format printed format manuscript format; Proposal definition significance features and purpose; Types of proposals solicited unsolicited business research technical; Structure of technical proposals"
BHS3101,4,Presentation Strategies and Non Verbal Communication,"Group discussion concept and audience organization; Audio visual aids; Modes of presentation manuscript impromptu memorization extempore; Non verbal dimensions of communication kinesics gesture posture facial expression eye contact; Paralanguage proxemics haptics chronemics oculesics; Telephone etiquettes; Dining etiquettes; Interviews; Ice breaking"
BAS3201,1,Differential Equations,"Linear differential equations of nth order with constant coefficients; Complementary functions and particular integrals; Simultaneous linear differential equations; Solution of second order differential equation by changing dependent and independent variables; Method of variation of parameters; Applications to engineering problems"
BAS3201,2,Series Solution and Special Functions,"Series solution of ordinary differential equations of second order with variable coefficients Frobenius method; Bessel and Legendre equations and their series solutions; Properties of Bessel functions and Legendre polynomials"
BAS3201,3,Fourier Series,"Periodic functions; Trigonometric series; Fourier series of period 2π; Euler's formulae; Functions having arbitrary period; Change of interval; Even and odd functions; Half range sine and cosine series; Harmonic analysis"
BAS3201,4,Partial Differential Equations and Applications,"Homogeneous linear partial differential equations with constant coefficients; Non homogeneous linear partial differential equations with constant coefficients; Method of separation of variables; Wave equation up to two dimensions; Laplace equation up to two dimensions; Heat conduction equation up to two dimensions; Equations of transmission lines"
BME3101,1,Two Dimensional Force Systems,"Basic concepts; Laws of motion; Principle of transmissibility of forces; Transfer of a force to parallel position; Resultant of force system; Simple resultant of two dimensional concurrent force systems; Simple resultant of non concurrent force systems; Distributed force system; Free body diagrams; Equilibrium and equations of equilibrium; Applications of two dimensional force system"
BME3101,2,Friction,"Types of friction; Limiting friction; Laws of friction; Static and dynamic friction; Equilibrium of bodies involving dry friction; Belt friction; Application of friction"
BME3101,3,Beams and Trusses,"Introduction to beams; Shear force and bending moment; Differential equations for shear force and bending moment; Shear force and bending moment diagrams for statically determinate beams; Introduction to trusses; Simple truss and solution of simple truss; Method of sections; Method of joints; Determination of tension or compression in members; Zero force members"
BME3101,4,Centroid Kinematics and Stress Strain,"Centroid of plane curves area volume and composite bodies; Moment of inertia of plane area; Parallel axis theorem and perpendicular axis theorem; Linear motion; Instantaneous center; D'Alembert principle; Rotation of rigid bodies; Impulse and momentum principle; Work and energy principle; Definition of stress and strain; Normal and shear stresses; Stress strain relationship; Hooke's law; Poisson's ratio; Shear stress and shear strain; Modulus of rigidity; Temperature stresses; Strain energy"
BAS3202,1,Fundamentals of Quantum Mechanics,"Wave particle duality; De Broglie matter waves; Davisson Germer experiment; Phase velocity and group velocity; Uncertainty principle and applications; Wave function and its significance; Expectation value; Schrodinger wave equation and its significance; Particle in one dimensional box; Linear harmonic oscillator"
BAS3202,2,Crystal Structure X Ray Diffraction and Electromagnetism,"Space lattice; Basis; Unit cell; Lattice parameter; Seven crystal systems and fourteen Bravais lattices; Crystal system structure; Packing factor; Coordination number; Body centered cubic structure; Face centered cubic structure; Diamond structure; Reciprocal lattice; Diffraction of X rays by crystals; Laue experiment; Bragg's law; Bragg spectrometer; Displacement current; Equation of continuity; Maxwell's equations integral and differential forms; Poynting theorem; EM wave equation; Propagation characteristics in free space and conducting media; Skin depth"
BAS3202,3,Superconductivity and Nanotechnology,"Temperature dependence of resistivity in superconducting materials; Effect of magnetic field; Meissner effect; Temperature dependence of critical field; Type I and Type II superconductors; BCS theory qualitative; High temperature superconductors and applications; Basics of nanoscience and nanotechnology; Structure properties and uses of fullerene and carbon nanotubes; Synthesis of nanomaterials by chemical vapour deposition; Synthesis by pulse laser deposition; Characterization techniques XRD SEM AFM; Applications of nanotechnology"
BCS3101,1,Hardware and Software,"Hardware; Software; Information technology; Types of computers mainframe computer network computer personal computer laptop personal digital assistant; Personal computer components central processing unit hard disk; Common input output devices; Types of memory RAM ROM; Peripheral devices and computer performance; Input devices mouse keyboard trackball scanner touchpad light pen joystick digital camera microphone; Output devices monitors screens printers plotters speakers; Modems and touch screens; Storage devices diskette zip disk data cartridges CD ROM internal external hard disk; Disk formatting; Types of software operating systems and application software; Software versions; Operating system functions and types; Graphical user interface; SDLC and its phases"
BCS3101,2,Computer Networks,"Computer networks; LAN; WAN; Client server architecture; Sharing printers applications and files across a network; Intranet; Extranet; Internet and its uses; World wide web; Public switched telephone network; Integrated services digital network; Asymmetric digital subscriber line; Analog and digital modem; Data transfer rate"
BCS3101,3,Information Technology Applications,"Applications of IT in business administration systems; Airline booking systems; Insurance claims processing; Online banking; Uses of large scale computer applications in government; Public records systems; Census; Vehicle registration; Revenue collection; Electronic voting; Applications in education student registration and timetabling; Computer based training and distance learning; Electronic mail; E commerce and online purchasing; Payment methods; Advantages and disadvantages of online purchasing; Health safety and environment ergonomics; Recycling printed outputs; Recycling printer toner cartridges; Using efficient monitors"
BCS3101,4,Introduction to C Language,"Introduction to the C language and its advantages; C program structure writing building and executable version; Debugging and running C programs; Data types and variables; Operands and operators; Arithmetic expressions; Control statements; Use of while for and do while loops; Nesting loops; Break and continue statement"
BAS3104,1,Environment and Natural Resources,"Environment definition principles and scope of environmental studies; Structure and composition of atmosphere hydrosphere lithosphere and biosphere; Ecosystems structure and function; Types of ecosystem; Energy flow in ecosystem; Food chain and food web; Ecological pyramids; Predator prey interaction; Population dynamics of prey and predator; Material cycles carbon cycle nitrogen cycle energy cycle; Environmental impact assessment definition concept elements and methodology; Sustainable development; Natural resources renewable and non renewable; Drinking water quality and water borne diseases; Arsenic and fluoride problems in drinking water; Deforestation and impact of overexploitation of natural resources; Energy resources conventional and non conventional; Solar energy; Hydro power energy; Hydrogen energy; Wind energy; Geothermal energy; Biomass energy; Nuclear energy; Fossil fuels"
BAS3104,2,Environmental Pollution and Current Environmental Issues,"Environmental pollution definition pollutants sources causes effects and control measures of air water and soil pollution; Noise pollution sources measurement and standards; Impact of noise on human health; Noise control and abatement measures; Waste water treatment; Eutrophication and biomagnification; Solid waste management source characterization effects and control measures of urban and industrial solid waste; Population growth and logistic curve equation; Climate change and global warming; Acid rain; Ozone layer depletion; Water conservation and rainwater harvesting; Biodiversity and its conservation; Natural disaster management; Nuclear hazards; Environmental protection act; Air prevention and control of pollution act; Water prevention and control of pollution act; Role of NGOs in environment protection; Environmental education and awareness"
BEC3101,1,Diodes,"Energy band theory; Semiconductor material; Mass action law; PN junction forward and reverse bias characteristics; Diode rectifier half wave and full wave rectifiers; Breakdown mechanism zener and avalanche breakdown; Zener diode and its applications; LED; LCD; Solar cell"
BEC3101,2,Transistors,"Construction of bipolar junction transistor PNP and NPN; Working of transistor; BJT configurations CE CC CB; Input and output characteristics of CE and CC configuration; Biasing fixed bias emitter bias potential divider bias; Comparison of biasing circuits; JFET basic construction and characteristics; Concept of pinch off; Maximum drain saturation current; Input and transfer characteristics of JFET; Biasing of JFET self bias and voltage divider bias; MOSFET depletion and enhancement type; MOSFET construction operation and characteristics"
BEC3101,3,Digital Electronics and Communication Systems,"Number system and complements; Boolean algebra basic theorems and De Morgan theorems; Standard logic gates; Universal logic gates; Implementation of Boolean function using basic and universal gates; Reduction of Boolean function using K map up to four variables; Block diagram of communication system; Electromagnetic spectrum; Need for modulation; Basic definitions of AM FM PM"
BEC3101,4,Operational Amplifier and Applications,"Characteristics of ideal operational amplifier; Basic op amp practical op amp configurations open loop and closed loop; Applications of op amp non inverting amplifier voltage follower summing amplifier difference amplifier integrator differentiator; Principle of oscillator and Barkhausen criterion"
BCS3301,1,Set Theory Relations Functions and Natural Numbers,"Set theory introduction and combination of sets; Multisets; Ordered pairs; Proofs of general identities on sets; Relations definition and operations; Properties of relations; Composite relations; Equality of relations; Recursive definition of relation; Order of relations; Functions definition and classification; Operations on functions; Recursively defined functions; Growth of functions; Natural numbers and mathematical induction; Induction with nonzero base cases; Proof by counter example; Proof by contradiction"
BCS3301,2,Groups Rings Fields and Lattices,"Algebraic structures definition; Groups subgroups and order; Cyclic groups; Cosets; Lagrange's theorem; Normal subgroups; Rings and fields elementary properties; Integers modulo p; Partial order sets definition and combination; Hasse diagram; Lattices definition and properties; Bounded complemented modular complete lattice"
BCS3301,3,Boolean Algebra and Propositional Logic,"Boolean algebra introduction axioms and theorems; Manipulation of Boolean expressions; Simplification of Boolean functions; Karnaugh maps; Logic gates and digital circuits; Propositional logic and well formed formula; Truth tables; Tautology satisfiability contradiction; Algebra of proposition; Theory of inference; Predicate logic first order predicate well formed formula; Quantifiers; Inference theory of predicate logic"
BCS3301,4,Trees Graph Recurrence Relation and Combinatorics,"Trees definition; Binary tree; Binary search tree; Representation of trees; Graphs definition and terminology; Representation of graphs; Multigraphs; Bipartite graphs; Planar graphs; Isomorphism and homomorphism of graphs; Euler and Hamiltonian paths; Graph coloring; Recurrence relation; Generating function; Recursive definition of functions; Recursive algorithms; Method of solving recurrences; Combinatorics counting techniques; Pigeonhole principle"
BCS3302,1,Introduction to UML,"Introduction to UML; Model and importance of modelling; Principles of modelling; Object oriented modelling; Conceptual model of UML; Architecture and software development life cycle"
BCS3302,2,Structural and Basic Behavioral Modeling,"Classes and advanced classes; Relationships dependency generalization and realization association aggregation; Interfaces; Packages; Class and object diagrams; Interaction diagrams sequence diagram and collaboration diagram; Modeling techniques"
BCS3302,3,Advanced Behavioral and Architectural Modeling,"Use cases and use case diagrams; Use case and collaboration modeling techniques; Activity diagrams forking and joining swimlanes object flow; Architectural modeling events and signals; Processes and threads; State machines and state chart diagrams; Component diagrams; Deployment diagrams"
BCS3303,1,Binary Numbers and Gate Level Minimization,"Digital system and binary numbers; Signed binary numbers; Binary codes; Error detecting codes; Error correcting codes; Hamming codes; Floating point representation; Gate level minimization map method up to five variables; Don't care conditions; Karnaugh maps; POS simplification; NAND NOR implementation; Quine McClusky method"
BCS3303,2,Combinational Logic,"Combinational circuits analysis procedure; Design procedure; Binary adder and subtractor; Decimal adder; Binary multiplier; Magnitude comparator; Decoders; Encoders; Multiplexers"
BCS3303,3,Synchronous Sequential Logic,"Sequential circuits; Binary cell; Latches; SR flip flop; JK flip flop; Master slave JK flip flop; D flip flop; T flip flop; Synchronous sequential circuit design; Fundamentals of synchronous sequential circuits; Classification of synchronous machines; Analysis of synchronous sequential circuits; Design of synchronous and asynchronous counters; Shift registers; Ring counters; Analysis and design of finite state machines; Timing issues in synchronous circuits"
BCS3303,4,Asynchronous Sequential Logic,"Fundamentals of asynchronous sequential circuits; Analysis and design of asynchronous sequential circuits; Pulse mode and fundamental mode circuits; Cycles races and hazards in asynchronous circuits; Programmable logic devices PLA PAL CPLD FPGA architecture; Finite state machines Mealy Moore design"
BCS3305,1,Introduction to Programming Environment,"Concept of algorithm; Strategy for designing algorithms; Top down development and stepwise refinement; Flowchart; Programming languages assembler compiler interpreter; Systematic development of programs; Structured programming concept; Number system and conversion methods; Introduction to C language; Identifiers keywords constants and variables in C; Storage classes; Fundamental data types in C; Integer types short long long double; Character types; Single and double precision floating point"
BCS3305,2,Storage Classes Operators and Control Statements,"Storage classes in C automatic register static extern; Arithmetic operators; Relational operators; Logical operators; Assignment operators; Bitwise operators; Conditional increment and decrement operators; Special operators comma and sizeof; Type conversion in C; Operator precedence and associativity; Mixed mode operations; Standard input output functions printf scanf getchar putchar; Conditional and control statements if else switch nested if; Use of break and default statement; While do while and for loop iteration; Nesting of loops; Use of break and continue statements"
BCS3305,3,Arrays Structures and Unions,"Arrays one dimensional two dimensional and multidimensional; Array of unknown and varying size; Memory storage and initialization; Arrays manipulation; Strings declaration and initialization; String manipulation; Structures purpose and use; Declaring and assigning structures; Accessing structure members; Array of structures; Arrays within structures; Union utility; Union of structures; Function declaration definition and call; Passing values between functions; Global and local variables; Call by value and call by reference"
BCS3305,4,Pointers Preprocessors and File Handling,"Pointers declaration and initialization; Accessing the address of a variable; Pointer arithmetic; Pointers and arrays; Dynamic memory allocation; Stack and linked list using pointers; Recursion; Pointers to functions; Calling a function using a function pointer; Passing a function to another function; How to return a function pointer; Standard C library math functions; String handling functions; C preprocessor directives; Defining and calling macros; Conditional compilation; Passing values to the compiler; File handling in C types of files; Opening and closing of a file; Input output operations on files; Multiple file handling in C"
BHS3301,1,Introduction to Industrial Psychology and Individual in Workplace,"Introduction to industrial psychology; Definition and scope of industrial psychology; Applications of industrial psychology; Scientific management theory; Human relation approach and Hawthorne experiment; Motivation; Job satisfaction; Stress management; Organizational culture; Types of leaders and leadership styles; Group dynamics"
BHS3301,2,Industrial Environment and Engineering Psychology,"Work environment and engineering psychology; Industrial fatigue and industrial boredom; Industrial accidents and safety measures; Job analysis and its methods; Recruitment and selection process; Performance appraisal; 360 degree performance appraisal; Training and development"
BAS3301,1,Complex Analysis I,"Analytic function; Cauchy Riemann equations; Harmonic functions; Line integral in complex plane; Cauchy theorem without proof; Cauchy integral formula; Cauchy integral formula for derivatives of analytic functions; Morera's theorem without proof; Liouville's theorem; Fundamental theorem of algebra"
BAS3301,2,Complex Analysis II,"Representation of a function by power series; Taylor's series; Laurent's series; Singularities; Zeroes and poles; Residue theorem; Evaluation of real integrals; Introduction to conformal mapping"
BAS3301,3,Laplace Transform,"Laplace transform; Existence theorem; Laplace transform of derivatives and integrals; Inverse Laplace transform; Unit step function; Dirac delta function; Convolution theorem; Application to simple linear and simultaneous differential equations"
BAS3301,4,Fourier and Z Transforms,"Fourier integral; Fourier complex transform; Fourier sine and cosine transforms; Z transform and applications"
BHS3402,1,Concept of Industrial Sociology,"Industrial sociology meaning nature and scope; Industrial and post industrial society; Industrialization in India causes and consequences; Industrial disputes causes and preventions; Understanding others attributions; Types of bargaining and collective bargaining; Personnel management and human resource management; Social change in India westernization modernization globalization; Sociology of modern organizations; Modern business organization ownership and control"
BHS3402,2,Socio Cultural Issues in Indian Industries,"Grievances and handling procedures; Strikes and lockouts; Models of industrialization collectivist anarchist free market environmentalist; Cultural issues; Consumer society; Sociological concerns"
BAS3401,1,Statistical Method and Inference,"Correlation; Regression; Statistical quality control R p np and c charts; Introduction to normal distribution; Testing of hypothesis small sample tests t test chi square test; Large sample tests z test; Analysis of variance"
BAS3401,2,Numerical Method I,"Errors and their computation; General error formula; Error in a series approximation; Solution of algebraic and transcendental equations using bisection method; Regula falsi method; Newton Raphson method; Rate of convergence; Solution of system of linear algebraic equations by Gauss elimination; Gauss Jordan method; Jacobi method; Gauss Seidel method; Crout method"
BAS3401,3,Numerical Method II,"Interpolation; Finite differences; Difference tables; Newton forward and backward interpolation; Lagrange and Newton divided difference formula for unequal intervals; Numerical differentiation; Numerical integration Newton Cotes formula; Trapezoidal rule; Simpson one third rule; Simpson three eighth rule; Numerical solution to ordinary differential equations first order by Euler method; Picard method; Fourth order Runge Kutta method"
BCS3401,1,Database System Concepts Users and Architecture,"Introduction to database system with examples; Characteristics of database approach; Users of database system; Advantages and disadvantages of using a DBMS; Data models schemas and instances; DBMS architecture and data independence; Database languages and interfaces; Components of database system; Classification of database management systems"
BCS3401,2,Data Modeling and Relational Database Management System,"Data modelling using entity relationship model; Concepts and notation for ER diagram; Mapping constraints; Keys super key candidate key primary key; Entity types entity sets attributes relationships and structural constraints; Strong and weak entity types; ER diagrams naming conventions and design issues; Enhanced ER modelling subclasses super classes inheritance specialization and generalization; Constraints and characteristics of specialization and generalization; Modelling union types using categories; Relational data model relational constraints relational algebra; Relational concepts relational constraints and relational database schemas; Update operations and dealing with constraint violations; Basic relational algebra operations; Additional relational algebra operations; Examples of queries in relational algebra"
BCS3401,3,SQL and Database Design Theory and Methodology,"Structured query language relational database standard; Data definition constraints and schema changes in SQL; Types of SQL commands; SQL operators and their procedure; Insert delete update statements in SQL; Queries and sub queries; Aggregate functions; Joins unions intersection minus; Views and virtual tables in SQL; Cursors triggers and PL SQL; Functional dependencies and normalization for relational databases; Informal design guidelines for relation schemas; Normal forms based on primary keys; Second normal form; Third normal form; Boyce Codd normal form; Multivalued dependencies and fourth normal form; Join dependencies and fifth normal form"
BCS3401,4,Transaction Processing Concurrency Control and Database Recovery,"Transaction processing concepts; Transaction states and state diagram; Desirable properties of transactions; Schedules and recoverability; Serializability of schedules; Locking techniques for concurrency control; Concurrency control based on timestamp ordering; Multiversion concurrency control techniques; Validation and optimistic concurrency control techniques; Granularity of data items and multiple granularity locking; Database recovery concepts; Recovery techniques based on deferred update; Recovery techniques based on immediate update; Shadow paging; ARIES recovery algorithm; Database backup and recovery from catastrophic failures; Client server database environment; Internet database environment; Data warehousing introduction"
BCS3402,1,Introduction to Operating System and Process Concept,"Operating system and functions; Classification of operating systems; Operating system structure; Operating system services; System calls and system programs; Process concept; Process state; Process control block; Context switching; Operation on processes; Threads and their management; Benefits of multithreading; Types of threads; Threading issues; CPU scheduling criteria; Scheduling algorithms; Concurrent processes; Inter process communication models and schemes"
BCS3402,2,Process Synchronization and Deadlock,"Process synchronization; Producer consumer problem; Critical section problem; Peterson's solution; Synchronization hardware; Semaphores; Classical problems of synchronization; Deadlock characterization; Deadlock prevention; Deadlock avoidance; Resource allocation graph algorithm; Banker's algorithm; Deadlock detection; Recovery from deadlock"
BCS3402,3,Memory Management,"Memory management basic bare machine; Resident monitor; Multiprogramming with fixed partition; Multiprogramming with variable partitions; Paging; Segmentation; Paged segmentation; Virtual memory concepts; Demand paging; Performance of demand paging; Page replacement algorithms; Thrashing"
BCS3402,4,IO Management and File System,"File system structure; File system implementation; Directory implementation and allocation methods; Free space management; Kernel IO subsystems; Disk structure; Disk scheduling; Disk management; Swap space management"
BCS3403,1,Introduction and Arrays,"Basic terminology; Data types and classification; Algorithm complexity notations big O and time space trade off; Abstract data types; Arrays definition representation and analysis; Single and multidimensional arrays; Address calculation; Sparse matrices; Recursion definition and processes; Simulating recursion; Backtracking; Recursive algorithms; Tail recursion; Removal of recursion; Tower of Hanoi"
BCS3403,2,Stack and Linked List,"Stack; Array implementation of stack; Linked representation of stack; Applications of stack; Conversion of infix to prefix and postfix expressions; Expression evaluation; Queue; Array and linked implementation of queues; Circular queues; Deques; Priority queues; Singly linked list implementation; Two way header list; Doubly linked list; Linked list in array; Generalized linked list; Applications garbage collection and compaction; Polynomial arithmetic"
BCS3403,3,Trees Searching Sorting and Hashing,"Trees basic terminology; Binary trees; Algebraic expressions; Complete binary tree; Extended binary tree; Array and linked representation of binary trees; Traversing binary trees; Threaded binary trees; Binary search tree; AVL trees; B trees; Tree applications algebraic expression and Huffman coding algorithm; Bubble sort; Selection sort; Quick sort; Merge sort; Heap sort; Radix sort; Sequential search; Binary search; Hash table and hash functions; Collision resolution strategies; Hash table implementation; Symbol table; Static tree table; Dynamic tree table"
BCS3403,4,Graphs,"Graphs terminology; Sequential and linked representation of graphs; Adjacency matrices adjacency lists adjacency multi list; Graph traversal depth first search breadth first search; Connected components; Spanning trees; Minimum cost spanning trees Prim's and Kruskal algorithm; Transitive closure and shortest path algorithm Warshall algorithm and Dijkstra algorithm"
BCS3404,1,Computer Evolution and Arithmetic,"Brief history of computers; Von Neumann architecture; Hardware architecture; Computer components; Interconnection structures; Bus interconnection; Register transfer language; Bus and memory transfers; Bus architecture; Bus arbitration techniques; Arithmetic logic; Shift micro operations; Arithmetic logic shift unit; Arithmetic algorithms addition and subtraction; Booth multiplication; Division algorithms"
BCS3404,2,Control Unit,"Control design hardwired and micro programmed; Design of arithmetic or logical operations; Multiple bus organization; Hardwired control; Micro programmed control; Microinstruction; Micro program sequencing; Wide branch addressing; Microinstruction with next address field; Prefetching; Microinstruction format; Pipeline control; Instruction pipeline; Pipeline performance"
BCS3404,3,Processor Organization and Input Output Organization,"Processor design general register organization; Stack organization; Addressing modes; Instruction format; Data transfer and manipulations; Program control; Reduced instruction set computer; Peripheral devices; IO interface and IO ports; Interrupts and interrupt hardware; Types of interrupts and exceptions; Modes of data transfer programmed IO interrupt initiated IO direct memory access; IO channels and processors; Serial communication synchronous and asynchronous; Standard communication interfaces"
BCS3404,4,Memory Organization,"Memory organization basic concept and hierarchy; Semiconductor RAM memories 2D and 2.5D memory organization; ROM memories; Cache memories concept and design issues performance; Address mapping and replacement; Magnetic disk; Magnetic tape; Optical disks; Virtual memory concept and implementation"
BCS3501,1,Introduction to Software Engineering,"Introduction to software engineering; Software engineering approaches; Defining the problem; Developing a solution strategy; Planning and development process; Software life cycle models; Visual modeling; Software development methods; Software cost estimation; Staffing level estimation; Estimating software maintenance cost"
BCS3501,2,Software Requirement Specification,"Software requirement specification; Formal requirement specification; Verification; Axiomatic specification; Algebraic specification"
BCS3501,3,Software Design and Testing,"Software design paradigms; Function oriented software design; Object oriented design; UML; Design patterns; User design interface pattern; Coding; Software testing; Unit testing; Integration and system testing; Debugging techniques"
BCS3501,4,Software Quality and Maintenance,"Software quality and maintenance; Software quality standards; SEI CMM and ISO-9001; Software reliability and fault tolerance; Software project management; Software project planning; Software monitoring and control; Software maintenance; Computer aided software engineering CASE; Software reuse; Component based software development; Extreme programming"
BCS3502,1,Introduction Memory and Microprocessor,"Introduction to microprocessors; Primary memory RAM SRAM DRAM ROM PROM EPROM EEPROM; Secondary memory and magnetic memory; Addressing capacity of CPU; Evolution of microprocessor and its types; Microprocessor architecture and operation of its components; Addressing modes; Internal data transfer schemes; Instruction and data flow; Timing diagrams; Interfacing devices; Architectural advancement of microprocessors; Typical microprocessor development schemes"
BCS3502,2,8085 Microprocessor,"8 bit microprocessor internal architecture; Pin diagram; Interrupt and machine cycle; Instruction sets; Addressing modes; Instruction classification; Features of Pentium microprocessor; Pentium II; Pentium III; Pentium IV microprocessors"
BCS3502,3,8086 Microprocessor and Assembly Language Programming,"Architecture of 8086 microprocessor; Register organization; Bus interface unit; Execution unit; Memory addressing; Operating modes; Instruction sets and instruction format; Types of instructions; Introduction to 8086 family; Procedure and macros; Interfacing; Timing and troubleshooting; Interrupts; Assembly language programming data transfer; Arithmetic and logic operations; Branch operations; Looping counting and indexing; Programming techniques counters and time delays; Stacks and subroutines; Conditional calls and returns"
BCS3502,4,Peripheral Interfacing,"Introduction to peripheral devices; 8237 DMA controller; 8255 programmable peripheral interface; 8253 and 8254 programmable timer counter; 8259 programmable interrupt controller; 8251 USART and RS232C"
BCS3503,1,Network Introduction and Architecture,"Network objectives and applications; Network structure and architecture; OSI reference model; Network services; Network standardization; Examples of network; Physical layer fundamentals of data communication; Transmission media; Analog transmission; Digital transmission; Switching; ISDN; Terminal handling; Broadcast channels and medium access; LAN protocols"
BCS3503,2,Data Link Layer and Network Layer,"Design issues of data link layer; Error detection and correction; Elementary data link protocols; Sliding window protocols; Network layer design issues; Routing algorithms; Congestion control; Internetworking; CSMA with collision detection; Collision free protocols; IEEE standard 802 for LANs; Comparison of LANs; Fiber optic networks and FDDI"
BCS3503,3,Transport Session and Presentation Layer,"Transport layer design issues; Connection management; Simple transport protocol example; Session layer design issues; Remote procedure call; Presentation layer design issues; Data compression and encryption; Network security and privacy"
BCS3503,4,Application Layer,"Application layer design issues; File transfer and file access; Electronic mail; Virtual terminals; Other applications; Case study based on available network software"
BCS3504,1,Introduction to Automata,"Introduction; Alphabets strings and languages; Automata and grammars; Deterministic finite automata formal definition; State transition graph; Transition table; Language of DFA; Nondeterministic finite automata; NFA with epsilon moves; Language of NFA; Equivalence of NFA and DFA; Minimization of finite automata; Myhill Nerode theorem"
BCS3504,2,Regular Expressions and Regular Languages,"Operators of regular expression and their precedence; Algebraic laws for regular expressions; Kleene's theorem; Regular expression to FA; Application and limitations of FA; DFA to regular expression; Arden theorem; Non regular languages; Pumping lemma for regular languages; Application of pumping lemma; Closure and decision properties of regular languages; FA without epsilon move and Mealy machine; Equivalence of Moore and Mealy machine"
BCS3504,3,Context Free Grammar and Languages,"Context free grammar definition and examples; Derivation; Derivation trees; Ambiguity in grammar; Inherent ambiguity; Ambiguous to unambiguous CFG; Useless symbols; Simplification of CFGs; Normal forms for CFGs CNF and GNF; Closure and decision properties of CFL; Pumping lemma for CFLs; Pushdown automata description and definition; Instantaneous description; Language of PDA by final state and empty stack; Deterministic PDA; Equivalence of PDA and CFG; Two stack PDA"
BCS3504,4,Turing Machines,"Basic model definition and representation; Instantaneous description; Language acceptance by TM; Variants of Turing machine; Universal TM; TM as computer of recursive function; Church thesis; Recursive and recursively enumerable languages; Halting problem; Introduction to undecidability; Post correspondence problem; Modified PCP; Introduction to recursive function theory"
BCS3505,1,Introduction to Computer Graphics,"Introduction to computer graphics; Advantages and applications of computer graphics; Classification of computer graphics; Random scan displays; Raster scan displays; Frame buffer and video controller; DDA line drawing algorithm; Bresenham line drawing algorithm; Parallel line algorithm; DDA circle drawing algorithm; Bresenham circle drawing algorithm; Midpoint circle drawing algorithm"
BCS3505,2,Transformations Windowing and Clipping,"Basic transformations translation rotation scaling; Matrix representation and homogeneous coordinates; Composite transformations; Reflection and shearing transformations; Viewing pipeline and viewing transformations; Cohen Sutherland line clipping; Liang Barsky line clipping algorithm; Polygon clipping Sutherland Hodgman algorithm; Weiler Atherton polygon clipping; Curve clipping and text clipping; 3D geometric primitives and 3D object representation; 3D transformation; 3D viewing and projections"
BCS3505,3,Curves Surfaces Hidden Lines and Illumination Models,"Introduction to curves and surfaces; Quadric surfaces; Spheres and ellipsoid; Blob; Surface concepts of spline B spline and Bezier curves and surfaces; Introduction to hidden lines and surfaces; Back face detection algorithm; Depth buffer method; A buffer method; Scan line method; Basic illumination models ambient light diffuse illumination specular reflection and Phong model; Combined approach intensity attenuation; Color consideration transparency and shadows"
BCS3601,1,Introduction to Core Java Programming,"History and evolution of Java; Java architecture; Java development kit; Types of Java programs; Simple Java program compilation and execution; Variable declaration; Data types in Java; Tokens; Type casting and conversion; Arrays; Operators in Java; Operator precedence; Control statements; Introduction to classes; Instance variables and class variables; Instance methods; Constructors; Declaring objects; Garbage collection; Method overloading"
BCS3601,2,Inheritance Abstract Classes Interfaces Exception Handling and Multithreading,"Inheritance; Super class variables and subclass objects; Super references; Constructor chaining; Method overriding; Final keyword; Abstract classes and interfaces; Defining and implementing interface; Extending interface; Interface references; Exception handling hierarchy; Checked and unchecked exceptions; Handling exception; User defined exception; Multithreaded programming; Java thread model; Thread life cycle; Thread scheduling; Synchronization; Deadlock; Inter thread communication; Joining threads; Suspending and resuming threads"
BCS3601,3,Packages Access Modifiers Strings Input Output Classes,"Packages and access modifiers; Package declaration; CLASSPATH variable; Import statement; Java language packages; Access protection; Creating and operating strings; Character extraction methods; String comparison; Searching and modifying strings; Data conversions and valueOf methods; StringBuffer class; Wrapper classes; Hierarchy of classes in Java IO package; File classes; InputStream and OutputStream classes; FilterInputStream and FilterOutputStream classes; Reader and Writer classes; Basics of networking; Java networking protocol"
BCS3601,4,AWT Layout Management and Event Handling Swing,"Applet life cycle; Running applets; Methods of Applet class; Graphics class; Color class; Font class; AWT classes hierarchy; Container classes frame window and panel classes; Menus; Layout management and event handling; Standard layout managers; Event classes; Event listener interface; Adapter classes; Swing and AWT; Swing packages; Structure of Swing application; Top level swing containers; Lightweight swing container; JComponent classes; Basic swing components; Swing text components"
BHS3501,1,Introduction and Basic Concepts,"Meaning nature and scope of economics; Role of engineering in economics; Managerial economics and its scope in engineering practice; Relationship between science engineering and managerial economics"
BHS3501,2,Demand Analysis and Forecasting,"Law of demand; Determinants of demand; Elasticity of demand; Price income and cross elasticity; Law of supply; Factors affecting supply; Elasticity of supply; Demand forecasting meaning significance and methods; Production functions; Law of return to scale; Law of diminishing return to scale; Short run and long run cost curves; Fixed cost variable cost average cost marginal cost opportunity cost; Break even analysis"
BHS3501,3,Market Structure,"Perfect competition; Imperfect competition; Monopoly; Monopolistic competition; Oligopoly; Duopoly; Price discrimination; Features of different market structures"
BHS3501,4,National Income Inflation and Business Cycle,"Nature and characteristics of Indian economy; Concept of national income and its measurement; Meaning of inflation types causes and prevention methods; Deflation; Phases of business cycle"
BCS3602,1,Introduction and Advanced Data Structures,"Notion of algorithm; Analysis of algorithms; Designing of algorithms; Growth of functions; Master's theorem; Asymptotic notations and basic efficiency classes; Insertion sort; Selection sort; Bubble sort; Merge sort; Quick sort; Heap sort; Sequential search; Binary search; Binary search tree and AVL tree traversal and properties; Binomial heaps; Fibonacci heaps; Data structure for disjoint sets"
BCS3602,2,Advanced Design and Analysis Techniques,"Dynamic programming; Matrix chain multiplication problem; Optimal binary search tree; Greedy algorithms; Amortized analysis"
BCS3602,3,Graph Algorithms,"Elementary graph algorithms; Depth first search; Breadth first search; Minimum spanning trees; Single source shortest paths; All pairs shortest paths; Maximum flow and flow networks; Backtracking"
BCS3602,4,Selected Topics,"Randomized algorithms; String matching; Travelling salesman problem; NP completeness; Approximation algorithms"
BCS3603,1,Introduction to Parallel Computing,"Parallel computing concepts; Parallel computer model; Program and network properties; Parallel architectural classification schemes; Flynn's and Feng's classification; Performance metrics and measures; Multiprocessor systems and interconnection networks; Speedup performance laws"
BCS3603,2,Pipelining and Memory Hierarchy,"Instruction set principles; ILP basics; Exploiting instruction level parallelism; Limits on ILP; Linear and nonlinear pipeline processors; Superscalar and super pipeline design; Memory hierarchy design; Cache performance optimization; Memory technology and optimization; Cache coherence and synchronization mechanisms"
BCS3603,3,Thread and Process Level Parallel Architecture,"MIMD architecture; Multithreaded architectures; Clustering; SIMD architecture; Associative and neural architecture; Data parallel pipelined systolic architectures; Vector architectures; Parallel algorithms parallel reduction; Prefix sums; Preorder tree traversal; Merging two sorted lists; Matrix multiplication row column oriented algorithms; Parallel algorithm design strategies"
BCS3604,1,Introduction to Compiler,"Compiler introduction and features; Analysis synthesis model; Phases of compiler; Grouping of phases; Concept of pass; Bootstrapping; Lexical analyzer implementation; Role of lexical analyzer; Token pattern and lexeme functions; Finite state machine and regular expression; Formal grammar and application to syntax analysis; Context free grammar; Derivation and parse trees"
BCS3604,2,Parsing Techniques,"Top down parsing backtracking and predictive parser; Bottom up parsing shift reduce parser; Operator precedence parsing; Recursive descent parser; LR parser LR0 SLR canonical LR LALR; Syntax directed translation; Construction of syntax tree and DAG representation; Symbol table; Storage allocation strategies; Runtime storage organization; Error detection and recovery lexical syntax and semantic errors"
BCS3604,3,Intermediate Code Generation,"Forms of intermediate code; Implementation of three address code quadruple triple; Translation of assignment statements; Translation of Boolean expressions; Flow of control statements and case statements; Code generation design issues; Target code and addresses in target code; Code generation algorithm"
BCS3604,4,Code Optimization,"Machine independent optimization; Basic blocks; Flow graph DAG representation of basic blocks; Loop in flow graph transformation; Loop optimization; Peephole optimization; Global data flow analysis; Data flow and control flow analysis"
BHS3601,1,Introduction to Industrial Management,"Concept development and scope of industrial management; Productivity measurement and productivity index; Types of production systems; Production planning and control"
BHS3601,2,Management Functions,"Management tools time and motion study; Process chart; Flow diagrams; Industrial ownership; Corporate social responsibility; Public private partnership model"
BHS3601,3,Inventory and Quality Control,"Inventory deterministic models; Concept of supply chain management; Quality control SQC control charts; Single double and sequential sampling; Introduction to total quality management"
BHS3601,4,Project Management,"Project network analysis; CPM; PERT; Project crashing; Resource leveling"
GE33212,1,Artificial Intelligence and Soft Computing Introduction,"Soft computing introduction; Soft computing vs hard computing; Types of soft computing techniques; Artificial neural networks; Fuzzy logic; Genetic algorithms; Applications of soft computing; Artificial intelligence introduction; AI production systems; Types and characteristics of production systems; Search algorithms breadth first search depth first search; Heuristic search hill climbing best first search A* algorithm AO* algorithm; Knowledge representation propositional logic predicate logic; Forward reasoning and backward reasoning; Weak and strong slot and filler structures; Natural language processing"
GE33212,2,Neural Networks,"Structure of biological neuron; Nerve structure and synapse; Artificial neuron model; Activation functions; Neural network architecture single layer feed forward networks multilayer feed forward networks recurrent networks; Various learning techniques; Perceptron training algorithm; Linear separability; Widrow and Hebb learning rule; Delta rule; ADALINE and MADALINE; Introduction to MLP and BPN; Error back propagation algorithm; Characteristics and application of EBPA; Momentum factor and limitation of EBPA; Difference between ANN and human brain; Associative memory and its characteristics; Counter propagation network architecture functioning and characteristics; Hopfield recurrent network; Hopfield vs Boltzmann machine; Adaptive resonance theory ART architecture classification and training"
GE33212,3,Fuzzy Logic,"Basic concepts of fuzzy logic; Fuzzy sets vs crisp sets; Fuzzy set theory and operations; Properties of fuzzy sets and crisp sets; Fuzzy relations and crisp relations; Fuzzy to crisp conversion; Membership functions; Fuzzification and defuzzification; Fuzzy proposition; Fuzzy inference system; Fuzzy rule base; Fuzzy reasoning and decision making; Fuzzy logic controller formation decomposition and aggregation of fuzzy rules; Industrial applications of fuzzy logic"
GE33212,4,Genetic Algorithm,"Introduction to genetic algorithm; Fundamentals of GA; Working principle; Encoding and fitness function; Reproduction; Genetic modeling; Inheritance operators; Cross over operators; Inversion and deletion mutation operators; Bitwise operators; Generational cycle of GA; Convergence of GA; Applications and advances in GA; Differences and similarities between GA and traditional methods"
BCS3701,1,Introduction to Artificial Intelligence,"Introduction to artificial intelligence; Simulation of sophisticated and intelligent behavior; Problem solving in games; Natural language processing; Automated reasoning; Visual perception; Heuristic search algorithms vs guaranteed algorithms"
BCS3701,2,Knowledge Representation and Reasoning,"First order predicate calculus; Horn clauses; Semantic nets; Partitioned nets; Minsky frames; Knowledge acquisition; Knowledge representation; Knowledge base; Production rules; Knowledge inference strategies; Forward chaining; Backward chaining"
BCS3701,3,Expert Systems,"Expert systems existing systems DENDRAL MYCIN; Domain exploration; Meta knowledge; Expertise transfer; Self explaining systems"
BCS3701,4,Pattern Recognition and AI Languages,"Introduction to pattern recognition; Structured description; Symbolic description; Machine perception; Line finding; Interception; Semantic model; Object identification; Speech recognition; AI programming languages LISP and PROLOG"
BCS3702,1,Introduction to Cryptography and Symmetric Ciphers,"Security attacks security services and mechanisms; Classical encryption techniques substitution ciphers transposition ciphers steganography cryptanalysis; Stream and block cipher; Block cipher principles and block cipher modes of operations; Shannon's theory of confusion and diffusion; Data encryption standard DES; Strength of DES; Differential cryptanalysis; Triple DES; Symmetric key distribution; Introduction to groups rings and fields; Modular arithmetic; Euclidean algorithm; Finite fields of the form GF(p)"
BCS3702,2,Number Theory and Public Key Cryptography,"Introduction to number theory; Prime and relative prime numbers; Fermat and Euler theorem; Testing for primality; Chinese remainder theorem; Discrete logarithms; Public key cryptography principles; RSA algorithm; Security of RSA; Key management; Diffie Hellman key exchange"
BCS3702,3,Hash Functions and Digital Signatures,"Message authentication; Hash functions; Secure hash functions; Security of hash functions and MACs; Digital signatures; Digital signature standards DSS; Proof of digital signature algorithm; Advanced encryption standard AES encryption and decryption"
BCS3702,4,Network and System Security,"Authentication applications Kerberos X509 certificates; Electronic mail security PGP S MIME; IP security IPsec architecture authentication header encapsulating security payloads; Combining security associations; Web security SSL TLS secure electronic transaction; Intruders viruses firewalls"
GE33223,1,HTML XML and JavaScript,"HTML common tags; Lists; Tables; Images; Forms; Frames; Cascading Style Sheets; Introduction to JavaScript objects and functions; Dynamic HTML with JavaScript; XML document type definition; XML schemas; Document object model; Presenting XML using XML processors DOM SAX XSLT; Java API for XML processing JAXP"
GE33223,2,Java Beans and Servlets,"Introduction to Java beans advantages and properties; Introspection using bound properties; Bean info interface constrained properties; Introduction to EJB; Java beans API; Introduction to servlet and lifecycle of servlet; JDBC HTTP package; Handling HTTP request and response; Cookies; Session tracking; Security issues"
GE33223,3,JSP Processing and Web Applications,"Introduction to JSP; JSP application design; Tomcat server; Implicit JSP objects; Conditional processing; Declaring variables and methods; Error handling and debugging; Sharing data between JSP pages; Sharing session and application data"
GE33223,4,Database Access in Web Applications,"Database access; Java SQL package; Accessing database from JSP page; Database specific actions; Deploying Java beans in JSP page; Introduction to Struts framework"
GE33231,1,Information Systems and Security Basics,"Information systems and its importance; History of information systems; Need of distributed information systems; Role of internet and web services; Information system threats and attacks; Classification of threats; Security in mobile and wireless computing; Security challenges in mobile devices; Authentication service security; Security implications for organizations; Wireless security concepts; Internet and web security protocols TCP IP IPv4 IPv6; Functions of networking components routers bridges switches hubs gateways and modulation techniques"
GE33231,2,Principles of Information Security,"Confidentiality integrity availability; Information classification and roles; Security threats to e commerce; Virtual organization; Business transactions on web; E governance and e governance models; Credit and debit cards; Physical security needs disaster and controls; Basic tenets of physical security and physical entry controls; Access control and biometrics; Factors in biometric systems; Design issues in biometric systems; Interoperability issues; Economic social legal challenges; Framework for information security ISO 27001 SEI CMM security metrics information privacy"
GE33231,3,Network and Cryptographic Security Systems,"Models of cryptographic systems; Issues in document security; System of keys; Public key cryptography; Digital signature; Requirements of digital signature systems; Firewalls principles and design; Implementation issues; Network security policies; Perimeter defense; Intrusion detection systems; Need for intrusion detection; VPN and tunneling; Authentication mechanisms; VPN types; Security concerns in VPN"
GE33231,4,Laws Investigation and Ethics in Cyber Security,"Cyber crime; Information security and law; Types and overview of cyber crimes; Cyber law; Issues in e business management; Overview of Indian IT Act; Ethical issues in intellectual property rights; Copyright and patents; Data privacy and protection; Domain name; Software piracy; Plagiarism; Issues in ethical hacking"
OE33501,1,Quality Concepts,"Evolution of quality control; Concept change; TQM modern concept; Quality concept in design; Review of design; Evolution of prototype"
OE33501,2,Control on Purchased Product and Manufacturing Quality,"Procurement of various products; Evaluation of supplies; Capacity verification; Development of sources; Procurement procedure; Methods and techniques for manufacture; Inspection and control of product; Quality in sales and services; Guarantee analysis of claims"
OE33501,3,Quality Management and Control Charts,"Organization structure and design; Quality function; Decentralization; Designing and fitting organization for different types of products; Economics of quality value and contribution; Quality cost; Optimizing quality cost; Control charts theory; Measurement and range; Construction and analysis of R charts; Process capability study; Use of control charts"
OE33501,4,Quality Improvement and Reliability,"Defect study; Identification and analysis of defects; Corrective measures; Factors affecting reliability; MTBF; Calculation of reliability; Building reliability in product; Evaluation of reliability; Interpretation of test results; Reliability control and maintainability; Zero defects quality circle; ISO 9000 series; Taguchi method; JIT in quality management"
BCS3801,1,Introduction and Fundamentals,"Motivation and perspective of digital image processing; Applications of image processing; Components of image processing system; Elements of visual perception; Simple image model; Sampling and quantization; Image enhancement in spatial domain; Basic gray level transformations; Piecewise linear transformation; Contrast stretching; Histogram processing; Histogram specification; Histogram equalization; Local enhancement; Image subtraction and image averaging; Basics of spatial filtering; Smoothing mean filter; Ordered statistic filter; Sharpening Laplacian filter"
BCS3801,2,Image Enhancement in Frequency Domain and Image Restoration,"Fourier transform and frequency domain filtering; Low pass filters and high pass filters; Correspondence between spatial and frequency domain filtering; Gaussian low pass filters; Gaussian high pass filters; Homomorphic filtering; Image restoration model; Noise models; Restoration in presence of noise; Arithmetic mean filter; Geometric mean filter; Median filter; Max filter; Min filter; Periodic noise reduction by frequency domain filtering and bandpass filters; Minimum mean square error restoration"
BCS3801,3,Colour and Morphological Image Processing and Registration,"Color fundamentals; Color models; Converting colors to different models; Color transformation smoothing and sharpening; Color segmentation; Introduction to morphological image processing; Binary image operations dilation erosion opening closing; Boundary extraction; Region filling; Extraction of connected components; Convex hull; Thinning and thickening; Image registration introduction; Geometric transformations plane to plane transformation mapping; Stereo imaging algorithms to establish correspondence; Algorithms to recover depth"
BCS3801,4,Segmentation and Object Recognition,"Segmentation introduction; Region extraction; Pixel based approach; Multilevel thresholding; Local thresholding; Region based approach; Edge and line detection; Edge detection operators; Pattern fitting approach; Edge linking and edge following; Edge elements; Feature extraction topological attributes and geometric attributes; Boundary based description; Region based description; Relationship descriptors; Object recognition deterministic methods; Clustering; Statistical classification; Syntactic recognition; Tree search; Graph matching"
GE33241,1,Data Mining Overview and Preprocessing,"Motivation for data mining; Data mining definition and functionalities; Forms of data preprocessing; Data cleaning missing values noisy data inconsistent data; Data integration and transformation; Data reduction data cube aggregation dimensionality reduction data compression numerosity reduction; Clustering discretization and concept hierarchy generation"
GE33241,2,Data Mining Statistics and Association Rules,"Concept description definition and data generalization; Analytical characterization; Analysis of attribute relevance; Mining class comparisons; Statistical measures in large databases measuring central tendency; Measuring dispersion of data range quartiles outliers box plots variance standard deviation; Graph displays of basic statistical class description; Mining association rules in large databases; Single dimensional Boolean association rules from transactional databases; Apriori algorithm; Mining multilevel association rules; Mining multidimensional association rules from relational databases"
GE33241,3,Classification and Prediction,"Classification and prediction issues; Decision tree classification; Bayesian classification; Back propagation neural network classification; k nearest neighbor classification; Genetic algorithm classification; Cluster analysis types; Partitioning clustering methods; Hierarchical clustering CURE and Chameleon; Density based methods DBSCAN and OPTICS; Grid based methods STING and CLIQUE; Model based methods; Outlier analysis; Neural network approach"
GE33241,4,Data Warehousing and OLAP,"Data warehouse definition and delivery process; Difference between database system and data warehouse; Multidimensional data model data cubes stars snowflakes fact constellations; Concept hierarchy; Three tier architecture; Data mart; Aggregation and historical information; OLAP functions and tools; OLAP servers ROLAP MOLAP HOLAP; Data mining interface; Security backup and recovery; Tuning and testing data warehouse"
GE33251,1,Introduction to Data Compression,"Lossless and lossy compression; Measures of performance; Modeling and coding; Mathematical preliminaries for lossless compression; Prefix codes; Markov models; Composite source model; Uniquely decodable codes"
GE33251,2,Huffman and Arithmetic Coding,"Huffman coding algorithm; Minimum variance Huffman codes; Adaptive Huffman coding; Update procedure encoding procedure decoding procedure; Golomb codes; Rice codes; Tunstall codes"
GE33251,3,Dictionary and Context Based Compression,"Static dictionary; LZ77 compression; LZ78 compression; LZW compression; Applications file compression Unix compress image compression graphics formats GIF PNG compression over modems V42 bis; Context based compression introduction; Prediction with partial match PPM; Basic algorithm escape symbol length coding; Burrows Wheeler transform; Move to front coding; Dynamic Markov compression"
GE33251,4,Lossy Image Compression and Quantization,"Lossy image compression introduction; CALIC; JPEG LS; Multi resolution approaches; Facsimile encoding; Distortion criteria and models; Scalar quantization and the quantization problem; Uniform quantizer; Adaptive quantization; Non uniform quantization; Vector quantization introduction; Advantages of vector quantization over scalar quantization; Linde Buzo Gray algorithm; Tree structured vector quantization"
OE33101,1,Introduction to Environmental Hazards,"Concept of environmental hazards environmental stress and environmental disasters; Types of environmental hazards and disasters; Natural hazards; Volcanic hazards causes and distribution; Hazardous effects of volcanic eruptions and environmental impacts; Earthquake hazards and disasters causes and distribution; Flood control measures; Human adjustment perception and mitigation; Droughts and impacts of droughts; Drought hazards in India; Drought control measures"
OE33101,2,Soil Erosion and Environmental Problems,"Factors and causes of soil erosion; Conservation measures of soil erosion; Chemical hazards and disasters; Release of toxic chemicals; Nuclear explosion; Sedimentation processes; Global and regional sedimentation problems; Sedimentation and environmental problems; Corrective measures of erosion and sedimentation; Biological hazards and disasters; Population explosion"
OE33101,3,Disaster Preparedness and Management,"Pre disaster stage preparedness; Preparing hazard zonation maps; Predictability forecasting and warning; Preparing disaster preparedness plan; Land use zoning; Pre disaster stage mitigation; Disaster resistant house construction; Population reduction in vulnerable areas; Awareness; Emergency stage rescue training for search and operation at national and regional level; Immediate relief; Assessment surveys; Post disaster stage rehabilitation; Political and administrative aspects"
OE33101,4,Relief Measures and Disaster Institutions,"Provision of immediate relief measures to disaster affected people; Prediction of hazards and disasters; Measures of adjustment to natural hazards mitigation; Meteorological observatory; Seismological observatory; Hydrology laboratory; Industrial safety inspectorate; Urban and regional planners; Chambers of architects; Engineering council; National standards committee; Integrated continuation management; Preparedness education on disasters; Community involvement; Adjustment of human population to natural hazards and disasters"