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Syllabus of Diploma (RGPV), V Sem, Computer Science Engineering

Syllabus of Diploma (RGPV) III-Year, Computer Science Engineering

​SEMESTER V 

INTRODUCTION TO E-GOVERNANCE

PAPER CODE : 7491 SUBJECT CODE : 501

 

UNIT-1:

  • Exposure to emerging trends in ICT for development;
  • Understanding of design and implementation of e-Government projects, e-governance lifecycle.

 

UNIT-2:

  • Need for Government Process Re-engineering (GPR);
  • National e-Governance Plan(NeGP) for India;
  • SMART Governments & Thumb Rules

 

UNIT-3:

  • Architecture and models of e-Governance, including Public Private Partnership (PPP);
  • Need for Innovation and Change Management in eGovernance;
  • Critical Success Factors;
  • Major issue including corruption, resistance for change,
  • e-Security and Cyber laws

 

UNIT-4:

  • Focusing on Indian initiatives and their impact on citizens;
  • Sharing of case studies to highlight best practices in managing e-Governance projects in Indian context.
  • Visits to local e-governance sites (CSC, eSeva, Post Office, Passport Seva Kendra, etc) as part of Tutorials.

 

UNIT-5:

  • Mini Projects by students in groups – primarily evaluation of various e-governance projects.

 

 

INTERNET OF THINGS

PAPER CODE : 7492 SUBJECT CODE : 502

 

UNIT-1: Introduction to IoT; Sensing; Actuation

UNIT-2 : Basics of IoT Networking, Communication Protocols, Sensor networks

UNIT-3: Introduction to Arduino programming, Integration of Sensors/Actuators to Arduino

UNIT-4: Implementation of IoT with Raspberry Pi; Data Handling Analytics

UNIT-5: Case Studies: Agriculture, Healthcare, Activity Monitoring

 

 

INFORMATION SECURITY

PAPER CODE : 7493 SUBJECT CODE : 511

 

UNIT-1:

  • Introduction to Information Security, Various aspects of information security (PAIN),
  • Security Features of Operating Systems – Authentication, Logs, Audit Features,
  • File System Protection, User Privileges,
  • RAID options, Anti-Virus Software, etc.

 

UNIT-2:

  • Understanding security weaknesses in popular networking protocols – IP, TCP, UDP, RIP, OSPF, HTTP, SMTP, etc.;
  • security weaknesses in common networking devices – Hub, switch, router, WiFi;
  • Security solutions to mitigate security risk of networking protocols (IPSec, HTTPS, etc) and devices (VLAN, VPN, Ingress Filtering, etc)

 

UNIT-3:

  • Basics of Cryptography, PKI,
  • Security considerations while developing softwares

 

UNIT-4:

  • Network Security Products – Firewall, IDS/IPS, VPN Concentrator,
  • Content Screening Gateways, etc.

 

UNIT-5:

  • Introduction to Security Standards – ISO 27001, Indian IT Act, IPR Laws;
  • Security Audit procedures;
  • Developing Security Policies;
  • Disaster Recovery, Business Continuity Planning

 

 

MULTIMEDIA TECHNOLOGIES

PAPER CODE : 7494 SUBJECT CODE : 512

 

UNIT-1: Introduction to Multimedia

  • Multimedia Foundation and Concepts: Multimedia Hardware, Multimedia Software ,
  • Multimedia operating systems , Multimedia communication system

 

UNIT-2: Basic Compression Techniques

  • Video and Audio Data Compression Techniques – Lossy and Lossless.
  • Example algorithms/standards: Huffman, RLE, JPEG, MPEG, MP3, MP4, LZMA, FLAC, ALAC, ITU G.722, H.261, H.265

 

UNIT-3: Content Development and Distribution

  • Desktop publishing (Coral Draw, Photoshop, Page maker)
  • Multimedia Animation & Special effects (2D/3D animation, Flash)

 

UNIT-4: Introduction to Digital Imaging

  • Basics of Graphic Design and use of Digital technology,
  • Definition of Digital images, Digital imaging in multimedia

 

UNIT-5: Introduction to Multimedia Programming and Applications 

 

 ADVANCE COMPUTER NETWORKS

PAPER CODE : 7495 SUBJECT CODE : 521

 

UNIT-1:

  • Review of Networking Basics;
  • Advance Topics in IPv4 – Subnetting, Multicasting, Multicast Routing Protocols (IGMP, PIM, DVMRP);
  • Advance Topics in TCP – flow management, congestion avoidance, protocol spoofing;
  • IPv6

 

UNIT-2:

  • Telecom Networks, Switching Techniques;
  • Introduction to Frame Relay, ATM, MPLS;
  • VSAT Communication – Star and Mesh architectures, bandwidth reservation;
  • Wireless Networks – WiFi, WiMax, Cellular Phone Technologies – GSM, CDMA, 3G, 4G

 

UNIT-3:

  • Network Redundancy, Load Balancers, Caching, Storage Networks;
  • QoS;
  • Network Monitoring – SNMP, RMON;

 

UNIT-4:

  • Introduction to Network Security – VLAN, VPN, Firewall, IPS, Proxy Servers

 

UNIT-5:

  • Network Simulation, Network design case studies and exercises,
  • IP Addressing schema, Protocol Analysers (Wireshark, etc)

 

DATA SCIENCES: DATA WAREHOUSING AND DATA MINING

PAPER CODE : 7496 SUBJECT CODE : 522 

 

UNIT-1: Introduction

  • Motivation, Importance, Definitions, Kind of Data, Data Mining Functionalities, Kinds of Patterns,
  • Classification of Data Mining Systems, Data Mining Task Primitives,
  • Integration of A Data Mining System with A Database or Data Warehouse System,
  • Major Issues in Data Mining, Types of Data Sets and Attribute Values, Basic
  • Statistical Descriptions of Data, Data Visualization, Measuring Data Similarity.
  • PREPROCESSING: Data Quality, Major Tasks in Data Preprocessing, Data Reduction,
  • Data Transformation and Data Discretization, Data Cleaning and Data Integration.

 

UNIT-2: Data Warehousing and on-line Analytical Processing

  • Data Warehouse basic concepts, Data Warehouse Modeling – Data Cube and OLAP,
  • Data Warehouse Design and Usage, Data Warehouse Implementation,
  • Data Generalization by Attribute-Oriented Induction, Data Cube Computation.

 

UNIT-3: Patterns, Associations and Correlations

  • Mining Frequent Patterns, Associations and Correlations: Basic Concepts, Efficient and Scalable Frequent Itemset Mining Methods,
  • Pattern Evaluation Methods, Applications of frequent pattern and associations.
  • Frequent Patterns and Association Mining: A Road Map, Mining Various Kinds of Association Rules,
  • Constraint-Based Frequent Pattern Mining, Extended Applications of Frequent Patterns.

 

UNIT-4: Classification

  • Basic Concepts, Decision Tree Induction, Bayesian Classification Methods, Rule-Based Classification,
  • Model Evaluation and Selection,
  • Techniques to Improve Classification Accuracy: Ensemble Methods, Handling Different Kinds of Cases in Classification,
  • Classification by Neural Networks, Support Vector Machines,
  • Pattern-Based Classification, Lazy Learners (or Learning from Your Neighbors).

 

UNIT-5: Cluster Analysis

  • Basic Concepts of Cluster Analysis, Clustering Structures, Major Clustering Approaches,
  • Partitioning Methods, Hierarchical Methods, Density-Based Methods, Model-Based Clustering,
  • Why outlier analysis, Identifying and handling of outliers, Outlier Detection Techniques.
  • WEB MINING: Basic concepts of web mining, different types of web mining,
  • PAGE RANK Algorithm, HITS Algorithm

 

 

RENEWABLE ENERGY TECHNOLOGIES

PAPER CODE : 7601 SUBJECT CODE : 531

 

UNIT-I: Introduction

  • World Energy Use;
  • Reserves of Energy Resources;
  • Environmental Aspects of Energy Utilisation;
  • Renewable Energy Scenario in India and around the World;
  • Potentials;
  • Achievements / Applications; Economics of renewable energy systems.

 

Unit-II: Solar energy

  • Solar Radiation;
  • Measurements of Solar Radiation;
  • Flat Plate and Concentrating Collectors;
  • Solar direct Thermal Applications;
  • Solar thermal Power Generation Fundamentals of Solar Photo Voltaic Conversion;
  • Solar Cells;
  • Solar PV Power Generation;
  • Solar PV Applications.

 

Unit-III: Wind Energy

  • Wind Data and Energy Estimation;
  • Types of Wind Energy Systems;
  • Performance;
  • Site Selection;
  • Details of Wind Turbine Generator;
  • Safety and Environmental Aspects.

 

Unit-IV: Bio-Energy

  • Biomass direct combustion;
  • Biomass gasifiers;
  • Biogas plants;
  • Digesters;
  • Ethanol production;
  • Bio diesel;
  • Cogeneration;
  • Biomass Applications.

 

Unit-V: Other Renewable Energy Sources

  • Tidal energy;
  • Wave Energy;
  • Open and Closed OTEC Cycles;
  • Small Hydro-Geothermal Energy;
  • Hydrogen and Storage;
  • Fuel Cell Systems;
  • Hybrid Systems.

 

 

OPERATION RESEARCH

PAPER CODE : 7610 SUBJECT CODE : 532

 

UNIT-I: Development

  • Definition, Characteristics and phase of Scientific Method, Types of models;
  • General methods for solving operations research models.

 

Unit-II: Allocation

  • Introduction to linear programming formulation, graphical solution,
  • Simplex Method, artificial variable technique, Duality principle.
  • Sensitivity analysis.

 

Unit-III: Transportation Problem

  • Formulation;
  • Optimal solution;
  • Unbalanced Transportation problems;
  • Degeneracy;
  • Assignment problem: Formulation;
  • Optimal solution.

 

Unit-IV: Sequencing

  • Introduction;
  • Terminology;
  • Notations and Assumptions;
  • Problems with n-jobs and two machines;
  • Optimal sequence algorithm;
  • Problems with n-jobs and three machines.

 

Unit-V: Theory of games

  • Introduction;
  • Two-person zero-sum games;
  • The Maximum–Minimax principle;
  • Games without saddle points;
  • Mixed Strategies;
  • 2 x n and m x 2 Games;
  • Graphical solutions;
  • Dominance property;
  • Use of L.P. to games.

==End of Syllabus==