Data Warehousing detailed syllabus for Cyber Security (Cyber Security) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the Cyber Security students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.
For Cyber Security 5th Sem scheme and its subjects, do visit Cyber Security 5th Sem 2021 regulation scheme. For Professional Elective-II scheme and its subjects refer to Cyber Security Professional Elective-II syllabus scheme. The detailed syllabus of data warehousing is as follows.
Course Objectives:
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Unit I
INTRODUCTION TO DATA WAREHOUSE
Data warehouse Introduction – Data warehouse components- operational database Vs data warehouse – Data warehouse Architecture – Three-tier Data Warehouse Architecture -Autonomous Data Warehouse- Autonomous Data Warehouse Vs Snowflake – Modern Data Warehouse
Unit II
ETL AND OLAP TECHNOLOGY
What is ETL – ETL Vs ELT – Types of Data warehouses – Data warehouse Design and Modeling -Delivery Process – Online Analytical Processing (OLAP) – Characteristics of OLAP – Online Transaction Processing (OLTP) Vs OLAP – OLAP operations- Types of OLAP- ROLAP Vs MOLAP Vs HOLAP.
Unit III
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Unit IV
DIMENSIONAL MODELING AND SCHEMA
Dimensional Modeling- Multi-Dimensional Data Modeling – Data Cube- Star Schema- Snowflake schema- Star Vs Snowflake schema- Fact constellation Schema- Schema Definition – Process Architecture- Types of Data Base Parallelism – Datawarehouse Tools
Unit V
SYSTEM & PROCESS MANAGERS
Data Warehousing System Managers: System Configuration Manager- System Scheduling Manager – System Event Manager – System Database Manager – System Backup Recovery Manager – Data Warehousing Process Managers: Load Manager – Warehouse Manager- Query Manager – T uning – T esting
Practical Exercises
- Data exploration and integration with WEKA
- Apply weka tool for data validation
- Plan the architecture for real time application
- Write the query for schema definition
- Design data ware house for real time applications
- Analyse the dimensional Modeling
- Case study using OLAP
- Case study using OTLP
- Implementation of warehouse testing.
Course Outcomes:
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Text Books:
- Alex Berson and Stephen J. Smith “Data Warehousing, Data Mining & OLAP”, Tata McGraw – Hill Edition, Thirteenth Reprint 2008.
- Ralph Kimball, “The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling”, Third edition, 2013.
Reference Books:
- Paul Raj Ponniah, “Data warehousing fundamentals for IT Professionals”, 2012.
- K.P. Soman, ShyamDiwakar and V. Ajay “Insight into Data mining Theory and Practice”, Easter Economy Edition, Prentice Hall of India, 2006.
For detailed syllabus of all the other subjects of Cyber Security 5th Sem, visit Cyber Security 5th Sem subject syllabuses for 2021 regulation.
For all Cyber Security results, visit Anna University Cyber Security all semester results direct link.