CMS-A-DSE-B-1-P:Operation Research (O.R)Lab using C DSE-B: Choice-1: Practical, Credit: 02, Contact hours: 40.

  Lab sessions related to Simplex Method, Transportation Problem and Assignment Problem.

CMS-A-DSE-B--1-TH: Operation Research (O.R.) DSE-B: Choice-1: Theory, Credit:04, Contact hours: 60.

 Introduction

Origin and development of operation research, Nature and characteristic features, models

in O.R., application of O.R.

05hours

Linear Programming Problem

Introduction, mathematical formulation of the problem and graphical solution method.

05hours

Simplex Method

Introduction, computational procedure, artificial variable, problem of degeneracy,

application of simplex method.

20hours

Duality:

Concept, formulation of primal – dual, duality and simplex method, Dual Simplex method.

10hours

Transportation Problem:

Introduction, mathematical formulation, finding initial basic feasible solution, optimality,

degeneracy, unbalanced transportation problem.

05hours

Assignment Problem:

Introduction, mathematical formulation and solution.

05hours

Game Theory:

Some basic terminology, Two-person Zero-sum Game, Game without Saddle Point –

Mixed strategy, Algebraic method for 2×2 Game

05hours

Network Scheduling:

Introduction, Critical Path Method (CPM), PERT calculation.

CMS-A-DSE-A--2-P: Data Mining Lab. DSE-A: Choice-2: Practical, Credit:02, Contact hours: 40. Data mining using PYTHON/C

 CMS-A-DSE-A--2-P: Data Mining Lab. DSE-A: Choice-2: Practical, Credit:02, Contact hours: 40.

 Data mining using PYTHON/C

CMS-A-DSE-A--2-TH: Data Mining and its Applications DSE-A: Choice-2: Theory, Credit:04, Contact hours: 60.

 Introduction

Definition of Data Mining, Data pre-processing, Data cleaning, Data transformation,

Data Reduction, Data Visualization, Data extraction from large dataset, Data integration,

sub-sampling, Feature selection, Scalability issues of data mining algorithms, text

mining, web mining.

15hours

Classification and Prediction

Structural patterns of data, Tools for pattern recognition (preliminary concept), Linear

models for classification, Evaluating the accuracy of the classifier or predictor, Bayesian

Classification, Training and Test sets, Parametric and Non-parametric Learning,

Minimum Distance Classifiers, k-NN rule, Discriminant Analysis, Decision trees.

Similarity Measure, Basic hierarchical and non-hierarchical Clustering algorithms,

Some Applications, Neural Learning.

30hours

Data Warehousing (DWH)

Introduction: Definition and description, need for data ware housing, need for strategic

information, failures of past decision support systems, Application of DWH.

CMS-A-DSE-A--1-P: Image Processing Lab. DSE-A: Choice-1: Practical, Credit:02, Contact hours: 40.

 Assignments on Different Image Processing Functions based on Open CV & Python/Scilab

CMS-A-DSE-A--1-TH: Digital Image Processing. DSE-A: Choice-1: Theory, Credit:04, Contact hours: 60.

 Introduction

Image definition and its representation, Pixels, Co-ordinate conventions, Image

formats (Study of the image matrix), neighbourhood metrics, Sampling and

quantization, Types of distance measure (concept only).

15hours

Spatial Domain

Image enhancement techniques in spatial domain, Contrast stretching, Histogram

Processing, Noise smoothing, Sharpening, Pixel Classification, RGB & Grey image.

Transformation: Arithmetic Transformation, Logical Geometric Transformation,

Hough Transformation, FFT.

Filtering: Spatial domain filters: Convolution, Edge Detection Filters

15hours

Thresholding

Grey level thresholding, global/ local thresholding, Iterative thresholding, Edge

detection operators, Region growing, Split/ merge techniques, Image feature/

primitive extraction, Background correction, Color enhancement.

15hours

Image Segmentation

Boundary detection based techniques, Point, line detection, Edge detection, Local

processing.

CMS-A-CC-5-12-P: Object Oriented Programming Lab. Core Course- 12: Practical, Credit: 02, Contact hours: 40 hours. OOPs Lab Using JAVA

 CMS-A-CC-5-12-P: Object Oriented Programming Lab.

Core Course- 12: Practical, Credit: 02, Contact hours: 40 hours.

OOPs Lab Using JAVA

CMS-A-CC-5-12-TH: Object Oriented Programming System (OOPs) Core Course- 12: Theory, Credit:04, Contact hours: 60.

 Concept of OOPs

Difference with procedure oriented programming, Data abstraction and information hiding:

Objects, Classes, methods.

02hours

Introduction to Java

Java Architecture and Features, Understanding the semantic and syntax differences

between C++ and Java, Compiling and Executing a Java Program, Variables, Constants,

Keywords Data Types, Operators (Arithmetic, Logical and Bitwise) and Expressions,

Comments, Doing Basic Program Output, Decision Making Constructs (conditional

statements and loops) and Nesting, Java Methods (Defining, Scope, Passing and Returning

Arguments, Type Conversion and Type and Checking, Built-in Java Class Methods).

04hours

Arrays, Strings and I/O

Creating & Using Arrays (One Dimension and Multi-dimensional), Referencing Arrays

Dynamically, Java Strings: The Java String class, Creating & Using String Objects,

Manipulating Strings, String Immutability & Equality, Passing Strings To & From

Methods, String Buffer Classes. Simple I/O using System.out and the Scanner class, Byte

and Character streams, Reading/Writing from console and files.

08hours

Object-Oriented Programming Overview

Principles of Object-Oriented Programming, Defining & Using Classes, Controlling

Access to Class Members, Class Constructors, Method Overloading, Class Variables &

Methods, Objects as parameters, final classes, Object class, Garbage Collection.

04hours

Inheritance, Interfaces, Packages, Enumerations, Autoboxing and Metadata.

Single Level and Multilevel, Method Overriding, Dynamic Method Dispatch, Abstract

Classes, Interfaces and Packages, Extending interfaces and packages, Package and Class

Visibility, Using Standard Java Packages (util, lang, io, net), Wrapper Classes,

Autoboxing/Unboxing, Enumerations and Metadata.

14hours

Exception Handling, Threading, Networking and Database Connectivity

Exception types, uncaught exceptions, throw, built-in exceptions, Creating your own

exceptions; Multi-threading: The Thread class and Runnable interface, creating single and

multiple threads, Thread prioritization, synchronization and communication,

suspending/resuming threads. Using java.net package, Overview of TCP/IP and Datagram

programming. Accessing and manipulating databases using JDBC.

15hours

Applets

Java Applets: Introduction to Applets, Writing Java Applets, Working with Graphics,

Incorporating Images & Sounds. Event Handling Mechanisms, Listener Interfaces,

Adapter and Inner Classes. The design and Implementation of GUIs using the AWT

controls, Swing components of Java Foundation Classes such as labels, buttons, textfields,

layout managers, menus, events and listeners; Graphic objects for  for drawing figures such as

lines, rectangles, ovals, using different fonts. Overview of servlets.

CMS-A-CC-5-11-TH: Database Management System (DBMS). Core Course- 11: Theory, Credit: 04, Contact hour: 60 hours.

 Introduction

Drawbacks of Legacy System; Advantages of DBMS; Layered Architecture of Database,

Data Independence; Data Models; Schemas and Instances; Database Languages; Database

Users, DBA; Data Dictionary.

04hours

Entity Relationship(ER) Modeling

Entity, Attributes and Relationship, Structural Constraints, Keys, ER Diagram of Some

Example Database, Weak and strong Entity Set, Specialization and Generalization,

Constraints of Specialization and Generalization, Aggregation.

04hours

Relational Model

Basic Concepts of Relational Model; Relational Algebra; Tuple Relational Calculus;

Domain Relational Calculus.

08hours

Integrity Constraints

Domain Constraints, Referential Integrity, View.

04hours

Relational Database Design

Problems of Un-Normalized Database; Functional Dependencies (FD),Derivation Rules,

Closure of FD Set, Canonical Cover; Normalization: Decomposition to 1NF, 2NF, 3NF or

BCNF Using FD; Lossless Join Decomposition Algorithm; Dependency preservation.

16hours

SQL

Basic Structure, Data Definition, Constraints and Schema Changes; Basic SQL Queries

(Selection, Insertion, Deletion, Update); Order by Clause; Complex Queries, Aggregate

Function and Group by Clause; Nested Sub Queries; Views, Joined Relations; Set

Comparisons (All, Some); Derived Relations.

16hours

Record Storage and File Organization (Concepts only)

Fixed Length and Variable Length Records; Spanned and Un-Spanned Organization of

Records; Primary File Organizations and Access Structures Concepts; Unordered,

Sequential, Hashed; Concepts of Primary and Secondary Index; Dense and Sparse Index;

Index Sequential Files; Multilevel Indices.

CMS-A-SEC-B-4-2-TH: E-Commerce Skill Enhancement Course: SEC-B: Choice -2: Theory, Credit:02, Contact hours: 40.

 An introduction to Electronic commerce

What is E-Commerce (Introduction And Definition), Main activities E-Commerce, Goals of

E-Commerce, Technical Components of E-Commerce, Functions of E-Commerce,

Advantages and disadvantages of E-Commerce, Scope of E-Commerce, Electronic

Commerce Applications, 9 Electronic Commerce and Electronic Business (C2C) (C2G,G2G,

B2G, B2P, B2A, P2P, B2A, C2A, B2B, B2C).

05hours

The Internet and WWW

Evolution of Internet, Domain Names and Internet Organization (.edu, .com, .mil, .gov, .net

etc.) , Types of Network, Internet Service Provider, World Wide Web, Internet & Extranet,

Role of Internet in B2B Application, building own website, Cost, Time, Reach, Registering a

Domain Name, Web promotion, Target email, Banner, Exchange, Shopping Bots.

10hours

Internet Security

Secure Transaction, Computer Monitoring, Privacy on Internet, Corporate Email privacy,

Computer Crime( Laws , Types of Crimes), Threats, Attack on Computer System, Software

Packages for privacy, Hacking, Computer Virus( How it spreads, Virus problem, virus

protection, Encryption and Decryption, Secret key Cryptography, DES, Public Key

Encryption, RSA, Authorization and Authentication, Firewall, Digital Signature( How it

Works).

10hours

Electronic Data Exchange

Introduction, Concepts of EDI and Limitation, Applications of EDI, Disadvantages of EDI,

EDI model, Electronic Payment System: Introduction, Types of Electronic Payment System,

Payment Types, Value Exchange System, Credit Card System, Electronic Fund Transfer,

Paperless bill, Modern Payment Cash, Electronic Cash.

05hours

Planning for Electronic Commerce

Planning Electronic Commerce initiates, Linking objectives to business strategies, Measuring

cost objectives, Comparing benefits to Costs, Strategies for developing electronic commerce

web sites.

05hours

Internet Marketing:

The PROS and CONS of online shopping, The cons of online shopping, Justify an Internet

business, Internet marketing techniques, The E-cycle of Internet marketing, Personalization

e-commerce.