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1 Computer Science and Business Systems Mathematics I (modified) TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED: Lectures: 3 Hrs./Week Semester Examination: 60 marks 4 Tutorials: 1 Hr. /Week Continuous Assessment: 40 marks Lab: Nil Term Work: Nil Course ID: 1.1 (Year 1 Semester 1) Course Pre Requisite(s): The students should have basic Knowledge of high school math, including trigonometry, geometry and calculus Course Objective: The course introduces fundamental concepts of Boolean algebra, Calculus and Abstract algebra Course Outcome(s): Students will be able to understand and apply basic concepts of Algebra and Calculus covering Boolean, Abstract algebra, Differential and Integral calculus. Topics to Be Covered: UNIT – I Boolean algebra, truth table, basic logic gate, basic postulates of Boolean algebra, principle of duality, canonical form, Karnaugh map 6L UNIT – II Differential calculus and integral calculus, application of double and triple integral 10L UNIT – III Basics of abstract algebra: Set, relation, group, ring, field 14L UNIT – IV Basic counting, balls and bins problems, generating functions, recurrence relations. Proof techniques, principle of mathematical induction, strong form of induction, pigeonhole principle. 10L

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1 Computer Science and Business Systems

Mathematics I (modified)

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 3 Hrs./Week Semester Examination: 60 marks 4

Tutorials: 1 Hr. /Week Continuous Assessment: 40 marks

Lab: Nil Term Work: Nil

Course ID:

1.1 (Year 1 Semester 1)

Course Pre Requisite(s):

The students should have basic Knowledge of high school math, including trigonometry, geometry and

calculus

Course Objective:

The course introduces fundamental concepts of Boolean algebra, Calculus and Abstract algebra

Course Outcome(s):

Students will be able to understand and apply basic concepts of Algebra and Calculus covering Boolean,

Abstract algebra, Differential and Integral calculus.

Topics to Be Covered:

UNIT – I

Boolean algebra, truth table, basic logic gate, basic postulates of Boolean algebra, principle of duality,

canonical form, Karnaugh map 6L

UNIT – II

Differential calculus and integral calculus, application of double and triple integral 10L

UNIT – III

Basics of abstract algebra: Set, relation, group, ring, field 14L

UNIT – IV

Basic counting, balls and bins problems, generating functions, recurrence relations. Proof techniques,

principle of mathematical induction, strong form of induction, pigeonhole principle. 10L

2 Computer Science and Business Systems

Home Assignments:

Assignments & tutorials covering the following: logic gates, Karnaugh map, differential and integral

calculus, Group, Ring, Field

Text Books:

1. Gilbert Strang: Introduction to linear algebra

Reference Books:

1. Advanced Engineering Mathematics, 7e, by Peter V. O'Neil (Thomson Learning).

2. Advanced Engineering Mathematics, 2e, by M. D. Greenberg (Pearson Education).

3. Higher Engineering Mathematics by B. S. Grewal (Khanna Publication, Delhi).

4. Applied Mathematics (Volumes I and II) by P. N. Wartikar & J. N. Wartikar

3 Computer Science and Business Systems

Statistics I (modified)

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 3 Hrs/Week Semester Examination: 60 marks 4

Tutorials: 1 Hr/Week Continuous Assessment: 40 marks

Lab: Nil Term Work: Nil

Course ID:

1. 2 (Year 1 Semester 1)

Course Pre Requisite(s):

The students should have basic Knowledge of high school math and calculus

Course Objective:

The course introduces fundamental concepts of statistics and probability

Course Outcome(s):

The students completing this course will learn and understand the basic concepts of probability theory,

types of data and graphical representation, descriptive statistics, probability distribution and sampling

techniques.

Topics to Be Covered:

UNIT – I

Probability Theory: concept of experiments, sample space, event. Definition of Combinatorial

Probability. Conditional Probability, Bayes Theorem 5L

UNIT - II

Probability distributions: discrete & continuous distributions, Binomial, Poisson & Geometric

distributions, Uniform, Exponential, Normal, Chi-square, t, F distributions 7L

UNIT III

Expected values & moments: mathematical expectation & its properties, Moments (including variance)

& their properties, interpretation, Moment generating function 6L

UNIT – IV

Introduction to Statistics: Definition of Statistics. Basic objectives. Applications in various branches of

science with examples

4 Computer Science and Business Systems

Collection of Data: Internal and external data, Primary and secondary Data. Population and sample,

Representative sample.

Descriptive Statistics: Classification and tabulation of univariate data, graphical representation,

Frequency curves. Descriptive measures - central tendency and dispersion. Bivariate data.

Summarization, marginal and conditional frequency distribution. Scatter diagram. Linear regression and

correlation. Least squares method. Rank correlation. 12L

UNIT – V

Sampling Techniques: Random sampling. Sampling from finite and infinite populations. Estimates and

standard error (sampling with replacement and sampling without replacement), Sampling distribution of

sample mean, stratified random sampling 10L

Home Assignments:

Problem sets to be shared by faculty covering the following topics:

Graphical representation of data, Histograms, Descriptive measures - central tendency and dispersion

Estimating moments, Distribution parameters, Simulation

Text Books:

1. Introduction of Probability Models, S.M. Ross, Academic Press, N.Y.

2. Fundamentals of Statistics (vol. I and vol. II) - A. Goon, M. Gupta and B. Dasgupta.

Reference Books:

1. A first course in Probability, S.M. Ross.

2. Probability and Statistics for Engineers (4th Edition) - I.R. Miller, J.E. Freund and R. Johnson.

3. Statistical Concepts & Methods - G.K. Bhattacharyya and R.A. Johnson.

4. Introduction to the Theory of Statistics - A.M. Mood, F.A. Graybill & D.C. Boes.

5 Computer Science and Business Systems

Principles of Electrical Engineering (modified)

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 3Hrs. /Week Semester Examination: 60 marks 4

Tutorials: Nil Continuous Assessment: 40 marks

Lab: 2 Hrs. / Week Term Work: 50 marks

Course ID:

1.3 (Year 1 Semester 1)

Course Pre Requisite(s):

The students should have knowledge of Class XII level Electronics, Physics & Mathematics

Course Objective:

The course introduces the fundamental concepts of magnetism, electricity, DC & AC circuits, and

measuring instruments.

The students will be able to

Course Outcome(s):

1. Understand and apply knowledge of basic concepts of work, power, energy for electrical,

mechanical and thermal systems

2. Understand and apply knowledge of Kirchoff’s laws and network theorems to solve electrical

networks

3. Describe construction, principle of operation, specifications and applications of capacitors and

batteries

4. Describe and apply fundamental concepts of magnetic and electromagnetic circuits for

operation of single phase transformer

5. Define basic terms of single phase and three phase ac circuits and supply systems

6. Know and use the measuring instruments

Topics to Be Covered:

UNIT – I

Introduction and overviews: Devices, Circuits, Systems, Integrated Circuits, Analog and digital signals

Basic Concepts: Concept of Potential difference, voltage, current, Fundamental linear passive and active

elements to their functional current-voltage relation, Terminology and symbols in order to describe

electric networks, Concept of work, power, energy and conversion of energy.

UNIT – II

6 Computer Science and Business Systems

DC Circuit Analysis: Current-voltage relations of electric network by mathematical equations to analyze

the network (Voltage source and current sources, ideal and practical, Kirchoff’s laws and applications to

network solutions using mesh analysis), (Simplifications of networks using series- parallel, Star/Delta

transformation. Superposition theorem, Thevenin’s theorem, Maximum Power Transfer theorem,

Millman’s theorem)

UNIT – III

Electrostatics: Electrostatic field, electric field intensity, electric field strength, absolute permittivity,

relative permittivity, capacitor composite, dielectric capacitors, capacitors in series& parallel, energy

stored in capacitors, charging and discharging of capacitors, Principle of batteries , types, construction

and application.

UNIT – IV

Principle of Electro-mechanics: Electricity and Magnetism, magnetic field and faraday’s law, self and

mutual inductance, Ampere’s law, Magnetic circuit, Magnetic material and B-H Curve, Single phase

transformer, principle of operation, EMF equation, voltage ratio, current ratio, kVA rating, losses in

transformer, Determination of efficiency & regulation by direct load test, Electromechanical energy

conversion, Basic concept of indicating and integrating instruments.

UNIT – V

AC Fundamentals & AC Circuits: AC waveform definitions, form factor, peak factor, study of R-L, R-C, RLC series circuit, R-L-C parallel circuit, phasor representation in polar & rectangular form, concept of impedance, admittance, active, reactive, apparent and complex power, power factor, 3-ph AC Circuits

UNIT – VI

Measurements and Sensors: Introduction to measuring devices/sensors and transducers related to

electrical signals, Elementary methods for the measurement of electrical quantities in DC and AC

systems and their practical application.

UNIT – VI

Electrical Wiring and Illumination system: Basic layout of distribution system, Types of Wiring System &

Wiring Accessories, Necessity of earthing, Types of earthing, Different types of lamps (Incandescent,

Fluorescent, Sodium Vapour, Mercury Vapour, Metal Halide, CFL, LED)

Laboratory:

The term work shall consist of record of minimum eight exercises / experiments.

1. Familiarization of electrical Elements, sources, measuring devices and transduces related to

electrical circuits

2. Determination of resistance temperature coefficient

7 Computer Science and Business Systems

3. Verification of Network Theorem (Superposition, Thevenin, Nortan, Maximum Power Transfer,

Millman’s theorem)

4. Study of R-L-C series circuits for XL> XC , XL< XC & XL= XC

5. Time response of RC circuit

6. Verification of relation in between voltage and current in three phase balanced star and delta

connected loads.

7. Open and Short circuit test of a single phase transformer

a) Voltage and current ratios.

b) Efficiency and regulations.

8. Demonstration of measurement of electrical quantities in DC and AC systems.

Text Books:

1. B.L.Theraja- “A Textbook of Electrical Technology” Volume- I, S.Chand and Company Ltd.,New

Delhi

2. V. K. Mehta, - “Basic Electrical Engineering”, S. Chand and Company Ltd., New Delhi

3. I J. Nagrath and Kothari – “Theory and problems of Basic Electrical Engineering”, Prentice Hall of

India Pvt. Ltd

Reference Books:

1. Edward Hughes – “Electrical Technology”- Seventh Edition, Pearson Education Publication

2. H. Cotton – “Elements of Electrical Technology”, C.B.S. Publications

3. John Omalley Shawn – “Basic circuits analysis” Mc Graw Hill Publications

4. Vincent Del Toro – “Principles of Electrical Engineering”, PHI Publications

8 Computer Science and Business Systems

Fundamentals of Computer Science (modified)

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 3 Hrs. /Week Semester Examination: 60 marks 5

Tutorials: 1Hr/Week Continuous Assessment: 40 marks

Lab: 2 Hrs. /Week Term Work: 50 Marks

Course ID:

1.4 (Year 1 Semester 1)

Course Pre Requisite(s):

Knowledge of Class XII level computers will be helpful, but not mandatory.

Course Objective:

The course introduces fundamental concepts of computer science

Course Outcome(s):

Students will learn the basics of computer science and programming a computer. They will learn about

the process of moving from a problem statement to a computational formulation of a method for

solving the problem.

Topics to Be Covered:

UNIT – I

Mathematical Induction, Numbers, Powers, and Logarithms, Sums and Products, Integer Functions and Elementary Number Theory, Permutations and Factorials, Binomial Coefficients, Harmonic Numbers,. Fibonacci Numbers, Generating Functions, Applications to Permutations, Algorithm, Flow Chart, Iteration, Recursion

Some Fundamental Programming Techniques, Subroutines, Coroutines, Interpretive Routines, Input and Output, Floating Point Arithmetic, Single-Precision Calculations, Accuracy of Floating Point Arithmetic, Double-Precision Calculations,. Distribution of Floating Point Number,. Multiple Precision Arithmetic, The Classical Algorithms, Modular Arithmetic, Radix Conversion, Rational Arithmetic,. Polynomial Arithmetic

UNIT – II

Basic concepts of operating systems like MS DOS, MS WINDOW, UNIX, Algorithm & flow chart.

9 Computer Science and Business Systems

UNIT – III

C Fundamentals: The C character set identifiers and keywords, data type & sizes, variable names,

declaration, statements;

Operators & Expressions: Arithmetic operators, relational and logical operators, type, conversion,

increment and decrement operators, bit wise operators, assignment operators and expressions,

precedence and order of evaluation.

UNIT – IV

Input and Output: Standard input and output, formatted output -- printf, formatted input scanf.

Flow of Control: Statement and blocks, if - else, switch, loops - while, for do while, break and continue,

go to and labels.

UNIT – V

Fundamentals and Program Structures: Basic of functions, function types, functions returning values,

functions not returning values, auto, external, static and register variables, scope rules, recursion,

function prototypes, C preprocessor, command line arguments.

UNIT – VI

Arrays and Pointers: One dimensional arrays, pointers and functions, multidimensional arrays.

Structures Union and Files: Basic of structures, structures and functions, arrays of structures, bit fields,

formatted and unformatted files

Home Assignments:

Basic programming exercises and solutions in C

Text Books:

1. Introduction To Computing - E. Balagurusamy,TMH

2. Let us C - Kanetkar Y

3. The C Programming Language - Kerninghan B.W. & Ritchie D.M

4. The Complete Reference C - Herbert Schildt

Reference Books:

1. Programming in C Balaguruswamy

2. The Elements of Programming Style Kerninghan, B.W.

3. Techniques of Program Structures and Design Yourdon, E

4. Theory and Problems of Computers and Programming Schied F.S.

5. Programming with C Schaum Gottfried

6. Fundamental of Computers Rajaraman V.

7. Computer Fundamentals, EPH M.M.Oka

8. Introduction to Computers, Vikas Leon

9. C Language & Numerical Methods, New Age Inter. - Xavier C.

10 Computer Science and Business Systems

Fundamentals of Physics

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 3 Hrs. /Week Semester Examination: 60 marks 4

Tutorials: Nil Continuous Assessment: 40 marks

Lab: 2 Hrs. / Week Term Work: 50 marks

Course ID:

1.5 (Year 1 Semester 1)

Course Pre Requisite(s):

Knowledge of Class XII level Physics

Course Objective:

The course introduces fundamental concepts of physics

Course Outcome(s):

1. To understand the Importance of applications of Applied Physics in daily life

2. To provide students with a basic understanding of the Physics that may be required by

engineers in the course of their careers

3. To impart knowledge related to the importance of EM waves and magnetic materials

4. To enhance knowledge related to lasers and its different components to make it suitable for

various purposes

5. To introduce most important concepts of superconductivity, crystallography and fiber optics to

the students

6. To introduce the learners to the basics of Special theory of relativity, X- rays, Quantum

Mechanics

Topics to Be Covered:

UNIT – I

Oscillations: Simple harmonic motion, Damped vibration, Forced vibration

UNIT – II

Classical Optics: Interference of light, Diffraction of light, Polarization

UNIT – III

Quantum Physics: Quantum Theory, Quantum Mechanics, Concept of wave function, Schrödinger

equation

UNIT – IV

X-ray & Crystallography: X-Rays, Elementary ideas of crystal structure

11 Computer Science and Business Systems

UNIT – V

Modern Optics: Laser, Fibre optics and Applications, Types of optical fibres, Numerical problems

UNIT – VI

Thermodynamics: Zeroth law of thermodynamics, first law of thermodynamics, determination of j by

Joule’s method, Applications of first law, heat engines, Carnot’s cycle and Carnot’s engine, second law of

thermodynamics, entropy, change in entropy in reversible and irreversible processes, third law of

thermodynamics.

Home Assignments:

Problems based on Newton rings, Michelson interference, young double slit

Text Books:

1. Halliday, Resnic and Walker, Fundamentals of Physics, 9th Ed.,John Wiley, 2011.

2. Beiser A, Concepts of Modern Physics, 5th Ed., McGraw Hill International, 2003.

3. Ajoy Ghatak, Optics, 5th Ed., Tata McGraw Hill, 2012

4. University Physics-Sears & Zemansky (Addison-Wesley)

Reference Books:

1. Basic Engineering Physics-Amal Chakraborty (Chaya Prakashani Pvt. Ltd.)

2. Basic Engineering Physics-I -Sujoy Bhattacharya, Saumen Paul (TMH)

12 Computer Science and Business Systems

Business Communication & Value Science - I

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 2 Hr./Week Semester Examination: 50 marks 4

Tutorials: 1 Hr. / Week Continuous Assessment: Nil

Lab: 2 Hrs. / Week Term Work: 50 marks

Course ID:

1.6 (Year 1 Semester 1)

Course Pre Requisite(s):

1. Basic communication in tenses (past, present, future).

2. Awareness of common words (adjectives used in daily verbal communication).

3. Basic idea of sentence formation and thereby paragraph building and writing.

4. Communication according to daily and varied contextual scenarios.

5. Basic communication model/channel (sender, receiver and feedback), Active and passive

listening skills.

6. Basic social etiquettes and knowledge of group work and communication that will enhance their

professional growth.

Course Objective:

The course aims to augment student’s overall communication and interpersonal skills by engaging them

in group activities and thus aid in helping them to emerge as professionals. The English language topics

for this semester focus on the development of basic fluency in English, usage of words and also

introduce them to the concept and importance of interpersonal skills so as to effectively present their

personalities.

Course Outcome(s):

1. Speak fluently in English without errors in tenses and hence present themselves as effective

English communicators. They will be able to learn the 12 tenses and use them appropriately.

2. Differentiate between active and passive vocabulary and be able to use the 60 words discussed

in class for their daily conversation and 40 words also given as assignments.

3. The ability to process their ideas and thoughts (verbal communication) into written

communication in an effective, coherent and logical manner within a stipulated time and

specific word limit of 100-150 words for paragraph writing.

4. Present them in a certain manner by using the 50-55 phrases discussed in class appropriately for

group discussions, personal interviews during the campus recruitment process/competitive

exams.

5. Enhance their communication skills by acquainting with the 2 important aspects of

communication and helping them to overcome the 10 most common barriers of

communication. Learn the 7 different types of listening skills; differentiate effective listening

13 Computer Science and Business Systems

skills and understand the importance of it through 5 activities held in class and implement them

in professional life.

6. Understand the importance of team work, team motivation and effective team communication

for further implementation in the corporate life. They should also be able to identify concretely

between team and group dynamics.

Topics to Be Covered:

UNIT – I

Essential Grammar – I: Tenses: Basic forms and use, sentence formation (general & Technical), Common

errors, Parts of speech through context, Direct and reported speech structures and voices.

UNIT – II

Vocabulary Enrichment: Exposure to words from General Service List (GSL) by West, Academic word list

(AWL) technical specific terms related to the field of technology, phrases, idioms, significant

abbreviations formal business vocabulary

Phonetic: Pronunciation, Reduction of MTI in spoken English, Question formation with emphasis on

common errors made during conversation

UNIT – III

Written Communication – I: Letter Writing – Formal and Informal letter writing, Application letters,

Report writing academic and business report, Job application letter

UNIT – IV

Communication Skills: Importance of effective communication, types of communication- verbal and non

- verbal, barriers of communication, effective communication, Listening Skills: Law of nature-

Importance of listening skills, Difference between listening and hearing, Types of listening.

UNIT – V

Self - Awareness & Self Development: Self - Assessment, Self - Appraisal, SWOT, Goal setting - Personal & career- Self-Assessment, Self-Awareness, Perceptions and Attitudes, Positive Attitude, Values and Belief Systems, Self-Esteem, Self - appraisal, Personal Goal setting, Career Planning, Personal success factors, Handling failure, Depression and Habit, relating SWOT analysis & goal setting, and prioritization

Socio-Cultural and Cross-Cultural Sensitivities at the Workplace: What is Inclusion? Women's contributions in Industry, work issues faced by women, what is sexual harassment, what is appropriate behavior for everyone at work

UNIT – VI

Interpersonal Skills – I: Team work, Team effectiveness, Group discussion, Decision making - Team

Communication. Team, Conflict Resolution, Team Goal Setting, Team Motivation Understanding Team

Development, Team Problem Solving, Building the team dynamics. Multicultural team activity

14 Computer Science and Business Systems

Time Management: The Time management matrix, apply the Pareto Principle (80/20 Rule) to time

management issues, to prioritize using decision matrices, to beat the most common time wasters, how

to plan ahead, how to handle interruptions, to maximize your personal effectiveness, how to say “no” to

Time wasters

Values of a good manager: Understanding Corporate Values and behavior; Personal / Human Values;

Pride and grace in Nationalism

Text Books:

1. APAART: Speak Well 1 (English language and communication)

2. APAART: Speak Well 2 (Soft Skills)

Reference Books

1. English vocabulary in use – Alan Mc’carthy and O’dell

2. Business Communication – Dr. Saroj Hiremath

3. Strategic Writing by Charles Marsh

4. The Seven Basic Plots by Christopher Booker

15 Computer Science and Business Systems

Mathematics II (modified)

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 3 Hrs./Week Semester Examination: 60 marks 4

Tutorials: 1 Hr. /Week Continuous Assessment: 40 marks

Lab: Nil Term Work: Nil

Course ID:

1.1 (Year 1 Semester 1)

Course Pre Requisite(s):

The students should have basic Knowledge of high school math, including trigonometry, geometry and

calculus

Course Objective:

The course introduces fundamental concepts of Linear Algebra

Course Outcome(s):

Students will be able to understand and apply basic concepts of Linear algebra covering Vectors,

Matrices and Determinants

Topics to Be Covered:

UNIT – I

Vectors and linear combinations; Row reductions; Rank of a matrix; Gaussian elimination; LU

factorization; Permutations 6L

UNIT – II

Vector space; Dimension; Basis; The 4 fundamental vector spaces; Complete solution to Ax = b 6L

UNIT – III

Orthogonality; Projections; Least square approximation; Gram-Schmidt orthogonalization and QR

decomposition 6L

UNIT – IV

Determinants. Cramer's rule. Inverse. Applications in volume finding 5L

16 Computer Science and Business Systems

UNIT – V

Eigenvalues and Eigenvectors. Positive definite matrices. Linear transformations. Hermitian and unitary

matrices. FFT. Singular value decomposition and Principal component analysis. Their application in

image processing 12L

Home Assignments:

Assignments & tutorials covering the following: Vectors and linear combinations, Matrices, Linear

transformations, Complete solution to Ax = b, Determinants, Eigenvalues and Eigenvectors

Text Books:

2. Gilbert Strang: Introduction to linear algebra

Reference Books:

5. Advanced Engineering Mathematics, 7e, by Peter V. O'Neil (Thomson Learning).

6. Advanced Engineering Mathematics, 2e, by M. D. Greenberg (Pearson Education).

7. Higher Engineering Mathematics by B. S. Grewal (Khanna Publication, Delhi).

8. Applied Mathematics (Volumes I and II) by P. N. Wartikar & J. N. Wartikar

17 Computer Science and Business Systems

Statistics II (modified)

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 3 Hrs/Week Semester Examination: 60 marks 4

Tutorials: 1Hr/Week Continuous Assessment: 40 marks

Lab: 2 Hrs/Week Term Work: 1

Course ID:

1.8 (Year 1 Semester 2)

Course Pre Requisite(s):

Statistics 1, Basic programming experience (in any language)

Course Objective:

The course introduces fundamental concepts of linear statistical models, estimation methods,

hypothesis testing and fundamental concepts of programming in R

Course Outcome(s):

The students completing this course will be able to

1. Understand the basic concepts of Statistical Inference,

2. Understand the basic concepts of Estimation methods,

3. Understand the basic concepts of Hypothesis Testing

4. Understand the basic concepts of linear statistical models.

5. Understand Introductory R language fundamentals, basic syntax and how to use R; what R is and

how it’s used to perform data analysis;

6. Understand major R data structures and create visualizations using R

Topics to Be Covered:

UNIT – I

Linear Statistical Models: Simple linear regression & correlation, multiple regression & multiple

correlation, Analysis of variance (one way, two way with as well as without interaction) 8L

UNIT – II

Estimation: Point estimation, criteria for good estimates (unbiasedness, consistency), Methods of

estimation including maximum likelihood estimation. 6L

UNIT – III

Sufficient Statistic: concept & examples, complete sufficiency, their application in estimation 5L

18 Computer Science and Business Systems

UNIT – IV

Test of hypothesis: concept & formulation, type I and type II errors, Neyman Pearson lemma,

Procedures of testing 6L

UNIT – V

Non-parametric Inference: Comparison with parametric inference, Use of order statistics. Sign test,

Wilcoxon signed rank test, Mann-Whitney test, Run test, Kolmogorov-Smirnov test. Spearman’s and

Kendall’s test. Tolerance region

Elements of Sequential Test and its Uses: Tests for Binomial and Normal population parameters 15L

UNIT – VI

R statistical programming language: Introduction to R, Functions, Control flow and Loops, Working

with Vectors and Matrices, Reading in Data, Writing Data, Working with Data, Manipulating Data,

Simulation, Linear model, Graphics in R 6Hrs

List of experiment: 14Hrs

1. Reading data from file and output to be written in file

2. Calculation of mean, median and mode

3. Correlation coefficient and regression

4. Maximum likelihood estimator

5. Testing of hypothesis on the basis of normal, t and chi-square distribution

Home Assignments:

Problem sets to be shared by faculty covering the following topics:

Estimation Methods: Parametric & Non – Parametric, Hypothesis Testing

Text Books:

1. Probability and Statistics for Engineers (4th Edition) - I.R. Miller, J.E. Freund and R. Johnson.

2. Fundamentals of Statistics (vol. I and vol. II) - A. Goon, M. Gupta and B. Dasgupta.

3. Hands-on Programming with R - Garrett Grolemund

4. R for Everyone: Advanced Analytics and Graphics - Jared P. Lander

Reference Books:

1. Statistical Theory with Engineering Application - A. Hald.

2. Statistical Methods - G.W. Snedicor and W.G. Cochran.

3. Statistical Concepts & Methods - G.K. Bhattacharyya and R.A. Johnson.

4. Introduction to Linear Regression Analysis - D.C. Montgomery & E.Peck

5. Introduction to the Theory of Statistics - A.M. Mood, F.A. Graybill & D.C. Boes.

6. Practical Non-Parametric Statistics - W.J. Conover

7. Applied Regression Analysis - N. Draper & H. Smith

19 Computer Science and Business Systems

Data Structures & Problem Solving (modified)

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 3 Hrs. / Week Semester Examination: 60 marks 5

Tutorials: 1 Hr. / Week Continuous Assessment: 40 marks

Lab: 2 Hrs./ Week Term Work: 50 Marks

Course ID:

1.9 (Year 1 Semester 2)

Course Pre Requisite(s):

Basic understanding of C programming language

Course Objective:

The course introduces fundamental concepts of data structures and problem solving

Course Outcome(s):

Reinforce basic design concepts (e.g., pseudocode, specifications, top-down design). Knowledge of

algorithm design strategies. Familiarity with an assortment of important algorithms. Ability to analyze

time and space complexity. Apply design principles and concepts to algorithm design. Have the

mathematical foundation in analysis of algorithms. Understand different algorithmic design strategies.

Analyze the efficiency of algorithms using time and space complexity theory.

Topics to Be Covered:

UNIT – I

Data Structures Basics: Structure and Problem Solving, Data structures, Data structure Operations,

Algorithm: complexity, Time- space tradeoff.

UNIT – II

Linked List: Introduction, Linked lists, Representation of linked lists in Memory, Traversing a linked list,

Searching a linked list, Memory allocation and Garbage collection, insertion into linked list, Deletion

from a linked list, Types of linked list.

Stack and Queue: Introduction, Array Representation of Stack, Linked List Representation of stack,

Application of stack, Queue, Array Representation of Queue, Linked List Representation of Queue.

UNIT – III

Trees: Definitions and Concepts, Operations on Binary Trees, Representation of binary tree, Conversion

of General Trees to Binary Trees, Sequential and Other Representations of Trees, Tree Traversal.

20 Computer Science and Business Systems

UNIT – IV

Graphs: Matrix Representation of Graphs, List Structures, Other Representations of Graphs, Breadth

First Search, Depth First Search, Spanning Trees

Directed Graphs: Types of Directed Graphs; Binary Relation as a Digraph; Euler’s Digraphs; Matrix

Representation of Digraphs.

UNIT – V

File Structures: Sequential and Direct Access. Relative Files, Indexed Files - B+ tree as index. Multi-

indexed Files, Inverted Files, Hashed Files.

Home Assignments:

Problems on List, stack, queue, graphs, trees

Exercises should include lab assignments for Data Structures:

1. UNIX system commands.

2. Simple programs to demonstrate control structure.

3. Programs involving functions and recursion.

4. Writing programs involving arrays and pointers.

5. Write programs using files and structures.

Text Books:

1. Data Structures and Algorithms – O.G. Kakde & U.A. Deshpandey, ISTE/EXCEL BOOKS

2. Aho Alfred V., Hopperoft John E., UIlman Jeffrey D., “Data Structures and Algorithms”, Addison

Wesley

3. Drozdek- Data Structures and Algorithms, Vikas

4. “Algorithm Design”, by Kleinberg and Eva Tardos

Reference Books:

1. Heileman: Data Structure Algorithms & Oop Tata McGraw Hill

2. Weiss Mark Allen, “Algorithms, Data Structures, and Problem Solving with C++”, Addison Wesley

21 Computer Science and Business Systems

Fundamentals of Economics

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 4 Hrs/Week Semester Examination: 60 marks 4

Tutorials: Nil Continuous Assessment: 40 marks

Lab: Nil Term Work: Nil

Course ID:

1.10 (Year 1 Semester 2)

Course Pre Requisite(s):

Knowledge of Class XII level Mathematics

Course Objective:

1. To impart knowledge, with respect to concepts, principles of Economics, which govern the

functioning of a firm/organization

2. To explain the students about concept of production, cost, national income, an aggregate supply

and aggregate demand consumption

Course Outcome(s):

Students will be able to

1. Understand basic principles and concepts of Microeconomics and use them to solve real world

business problems

2. Develop an understanding of the basic macroeconomic principles; and appreciate the

relationship between key macroeconomic variables such as the investment, savings, inflation,

employment, money supply, trade and forex, etc.

3. Explain the fundamentals of national income and Aggregate supply and aggregate demand

consumption.

4. Comprehend the concepts of money and banking

Topics to Be Covered:

UNIT – I

Introduction to Managerial Economics: Microeconomics versus Macroeconomics, The behavior of the

firm and the House hold

UNIT – II

Principles of Supply and Demand: Demand Curve, Supply Curve, Decision Making- Firm and Household,

Demand, Supply, and Market Equilibrium, Elasticity of Demand and Supply, Price Controls: Ceilings and

Floors, Consumer Surplus and Producer Surplus

22 Computer Science and Business Systems

UNIT – III

Introduction – Macroeconomics Basic: Gross Domestic Product, Inflation, Unemployment, National

Income Accounting, The Aggregate Demand Side - The Multiplier Process, The Aggregate Supply Side-

Explaining Business Cycles, Long-Run Growth, Long-run Aggregate Supply and Growth Models

UNIT – IV

Concept of money and its functions, types. Meaning, objectives and tools of Monetary policy and fiscal

policy. Banking: types, functions, Central Bank- RBI; its functions, concepts; CRR, bank rate, repo rate,

reverse repo rate, SLR. Functions of central and commercial banks. Inflation, Deflation, Stagflation,

Direct and Indirect taxes. Monetary and cycles, new economic policy, Liberalization, Globalization,

privatization, market friendly state, fiscal policy of the government, Meaning and phases of business

UNIT – V

Monetary Policy: Money and Banking - Defining Money, Crowding Out, Fractional Reserve Banking,

Inflation- The Quantity Theory, The Monetarist Rule, The Interest Rate- Interest Rates and Price of

Bonds, Monetary Policy and Interest Rates, Real versus Nominal Interest Rates,

UNIT – VI

Theory of production: production function, factors of production (meaning & characteristics of Land,

Labor, capital & entrepreneur), Law of variable proportions & law of returns to scale. Cost: short run &

long run cost, fixed cost, variable cost, total cost, average cost, marginal cost, opportunity cost, Laws of

costs. Break even analysis: introduction, numerical, Return on investment. Inventory Control, Quality

related concepts.

Home Assignments:

In the discussion topics mentioned above, students should be asked to prepare in advance in groups and

present in class

Text Books:

1. Microeconomics- Pindyck, Robert S., and Daniel L. Rubinfeld Microeconomics

2. Macroeconomics- Dornbusch, Fischer and Startz

Reference Books:

Other articles could be sent through email as and when a relevant topic is discussed.

23 Computer Science and Business Systems

Principles of Electronics (modified)

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 3Hrs/Week Semester Examination: 60 marks 4

Tutorials: Nil Continuous Assessment: 40 marks

Lab: 2 Hrs/ Week Term Work: 50 marks

Course ID:

1.11 (Year 1 Semester 2)

Course Pre Requisite(s):

The students should have knowledge of Class XII level Electronics, Physics & Mathematics

Course Objective:

The course introduces fundamental concepts of electronics

Course Outcome(s):

Students will be able to identify semiconductor materials, draw band-diagrams, distinguish between

intrinsic and extrinsic semiconductors, n- and p- type semiconductors, and calculate drift and diffusion

current components. Students must be able to explain the junction properties and the phenomenon of

rectification, draw the I-V characteristics and identify operating points; Calculate ripple factors,

efficiency of power supplies. Students will be able to draw and explain the I-V characteristics of BJTs –

both input and output; learn to bias transistors, both as amplifiers and switches; identify operating

points

Topics to Be Covered:

UNIT – I

Semiconductors: Crystalline material: Mechanical properties, Energy band theory, Fermi levels;

Conductors, Semiconductors and Insulators: electrical properties, band diagrams. Semiconductors:

intrinsic and extrinsic, energy band diagram, P-type and N-type semiconductors, drift and diffusion

carriers.

UNIT – II

Diodes and Diode Circuits: Formation of P-N junction, energy band diagram, built-in-potential forward

and reverse biased P-N junction, formation of depletion zone, V-I characteristics, Zener breakdown,

Avalanche breakdown and its reverse characteristics; Junction capacitance and Varactor diode. Simple

diode circuits, load line, linear piecewise model; Rectifier circuits: half wave, full wave, PIV, DC voltage

and current, ripple factor, efficiency, idea of regulation.

UNIT – III

24 Computer Science and Business Systems

Bipolar Junction Transistors:Formation of PNP / NPN junctions, energy band diagram; transistor

mechanism and principle of transistors, CE, CB, CC configuration, transistor characteristics: cut-off active

and saturation mode, transistor action, injection efficiency, base transport factor and current

amplification factors for CB and CE modes. Biasing and Bias stability: calculation of stability factor

UNIT – IV

Field Effect Transistors: Concept of Field Effect Transistors (channel width modulation), Gate isolation

types, JFET Structure and characteristics, MOSFET Structure and characteristics, depletion and

enhancement type; CS, CG, CD configurations; CMOS: Basic Principles

UNIT – V

Feed Back Amplifier, Oscillators and Operational Amplifiers: Concept (Block diagram), properties,

positive and negative feedback, loop gain, open loop gain, feedback factors; topologies of feedback

amplifier; effect of feedback on gain, output impedance, input impedance, sensitivities (qualitative),

bandwidth stability; effect of positive feedback: instability and oscillation, condition of oscillation,

Barkhausen criteria. Introduction to integrated circuits, operational amplified and its terminal

properties; Application of operational amplifier; inverting and non-inverting mode of operation, Adders,

Subtractors, Constant-gain multiplier, Voltage follower, Comparator, Integrator, Differentiator

UNIT – VI

Digital Electronics:Introduction to binary number; Basic Boolean algebra; Logic gates and function

realization with OPAMPs

Home Assignments:

Assignments on Semiconductor Diodes and application, assignment in Digital Electronics including logic

gate design, transistor circuit, problems on JFET, oscillators and amplifiers.

Laboratory Experiments:

The term work shall consist of record of minimum eight exercises / experiments.

1. Familiarisation with measuring and testing equipment like CRO, Signal generators etc.

2. Study of I-V characteristics of Junction diodes.

3. Study of I-V characteristics of Zener diodes.

4. Study of Half and Full wave rectifiers with Regulation and Ripple factors.

5. Study of I-V characteristics of BJTs.

6. Study of Characteristic curves for CB, CE and CC mode transistors.

7. Study of I-V characteristics of Field Effect Transistors.

8. Determination of input-offset voltage, input bias current and Slew rate of OPAMPs.

9. Determination of Common-mode Rejection ratio, Bandwidth and Off-set null of OPAMPs.

10. Study of OPAMP circuits: Inverting and Non-inverting amplifiers, Adders, Integrators and

Differentiators.

11. Study of Logic Gates and realization of Boolean functions using Logic Gates.

25 Computer Science and Business Systems

Text Books:

1. Sedra & Smith: Microelectronics Engineering

2. Millman & Halkias: Integrated Electronics

Reference Books:

1. Electronic Devices and Circuit Theory by Robert Boylestad

2. Solid State Electronic Devices by Streetman,Banerjee

3. Malvino: Electronic Principle

4. Schilling & Belove: Electronics Circuits

5. Millman & Grabal: Microelectronics

6. Salivahanan: Electronics Devices & Circuits

7. Boylestad & Nashelsky: Electronic Devices & Circuit Theory

26 Computer Science and Business Systems

Business Communication & Value Science - II

TEACHING SCHEME: EXAMINATION SCHEME: CREDITS ALLOTTED:

Lectures: 2 Hrs/Week Semester Examination: 50 marks 4

Tutorials: 1 Hr. / Week Continuous Assessment: Nil

Lab: 2 Hrs/ Week Term Work: 50 marks

Course ID:

1.12 (Year 1 Semester 2)

Course Pre Requisite(s):

1. Basic knowledge of the parts of speech in English.

2. Vocabulary covered in the previous semester along with basic knowledge of verbs & adverbs.

3. Basic awareness of the need of speaking skills within social circle.

4. The elements of team dynamics done during the previous semester with proper application.

5. Basic awareness of the concepts of feedback, criticism.

6. The various common conflicts that may arise at varied situations.

Course Objective:

The course aims to augment students overall communication and interpersonal skills by engaging them

in group activities and thus aid in helping them to emerge as professionals. The soft skills topics for this

semester are intended to develop student’s expertise on public speaking skills and to deal positively

with criticism and so as to effectively present their personalities

Course Outcome(s):

By the end of the course, students should be able to

1. Speak fluently in English without errors in the sentence construction and hence present

themselves as effective English communicators. They will be able to learn 20-25 common errors

made in parts of speech and also use 10 modal verbs efficiently during professional

communication.

2. Differentiate between vocabulary used as adjectives, verbs and adverbs and be able to use the

60-70 words for their daily conversation.

3. Overcome the fear of speaking and will be aware of the 3 types of public speaking necessary

according to the contemporary requirements. They would be able to deliver a public speech

according to the need of the audience and also be aware of positive body language to be

manifested during a speech.

4. Deal with the deeper parameters of working in teams like team motivation, multicultural team

activity and team conflict resolution.

5. Analyze them relating to their hobbies and strengths and hence set realistic goals in terms of

personal and professional growth. They will be able to identify at least 5-7 strengths and a

couple of goals to be achieved that will enable their lives to be directed appropriately.

6. Apply 5-6 positive strategies to resolve conflicts arising during team work

27 Computer Science and Business Systems

Topics to Be Covered:

UNIT – I

Essential Grammar – II: Application of tenses, Auxiliaries- correct usage and importance in formal

communication, Business Vocabulary - Vocabulary exercises through web-based applications

UNIT – II

Written Communication Ii: Email writing- Formal and Informal email writing structure, Inquiry letters,

Instruction letters, complaint letters, Routine business letters, Sales Letters etc. Technical writing, Essay

writing, Paragraph writing.

UNIT – III

Vocabulary- II: Vocabulary exercises through web-based applications, Usage and application through

mock meetings

Situational Conversation: Application of grammar and correct spoken English according to context/

situation and application in business scenario.

UNIT – IV

Fundamentals of Effective Communication: Public Speaking: fundamentals of effective public speaking,

types- Extempore speech, manuscript speech, and ways to enhance public speaking skills, storytelling,

oral review

Presentation Skills: PowerPoint presentations, Effective ways to structure the presentation, importance

of body language

Leadership Skills, Leader’s Role, Responsibilities And Skill Required: Understanding good Leadership

behaviors, Learning the difference between Leadership and Management, Gaining insight into your

Patterns, Beliefs and Rules, Defining Qualities and Strengths of leadership, Determining how well you

perceive what's going on around you, interpersonal Skills and Communication Skills, Learning about

Commitment and How to Move Things Forward, Making Key Decisions, Handling Your and Other

People's Stress, Empowering, Motivating and Inspiring Others, Leading by example, effective feedback.

Problem Solving Skill: Problem solving skill, Confidence building

UNIT – V

Corporate / Business Etiquettes: Corporate grooming & dressing, etiquettes in social & office Setting-

Understand the importance of professional behavior at the work place, Understand and Implement

etiquettes in workplace, presenting oneself with finesse and making others comfortable in a business

setting. Importance of first impression, Grooming, Wardrobe, Introduction to Ethics in engineering and

ethical reasoning, rights and responsibilities

28 Computer Science and Business Systems

UNIT – VI

Diversity and Inclusion Part 2: Socio-Cultural and Cross-Cultural Sensitivities at the Workplace: PwD and

LGBT at the workplace, Learning disabilities at the workplace; Caste, class, regionalism, religion and

poverty: the different identities of Indian employees and employers and how to include everyone;

Global diversity identities of race, religion, nationhood; Appropriate Social Media Use

Values Sciences Part 2: Values of a good manager: Ethics in Business; Embodying organizational pride

with grace

Text Books:

1. Business Communication Today by Bovee, Thill, Raina

2. APAART: Speak Well 1 (English Language and Communication)

3. APAART: Speak Well 2 (Soft Skills)

Reference Books:

1. Strategic Communication by Charles Marsh

2. English vocabulary in use – Alan Mc’carthy and O’dell

3. Business Communication – Dr. Saroj Hiremath