Jain Online LMS
Data Warehousing and Data Mining
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Syllabus & Course Details
Syllabus
MODULE I : DATA WAREHOUSE FUNDAMENTALS
Video - Data Warehousing & Data Mining What is data warehouse Data Warehouse-Subject-Oriented Data Warehouse-Time Variant
Video - Data Warehouse V/S Operational DBMS OLTP V/S OLAP Why Separate Data Warehouse From Tables and Spreadsheets to Data Cubes Multidimensional Data Cuboids Corresponding to the Cube Typical Olap Operations
Video - OLAP and Data Mining Data Mining Technique OLTP vs OLAP OLAP and Data Warehouse Example OLAP Application
Textual Notes
MODULE II : Data Warehouse Architecture:
Video - Introduction Types of Data Warehouse Schema Star Schema Fact Table Snowflake Schema
Textual Notes
MODULE III : Extract, Transform and Load
Video - Two distinct Issues Issues in data Warehousing Advantages of Warehousing Approach Online Analytical Processing (OLAP) From On-Line Analytical Processing to Online Analytical Mining (OLAM)
Textual Notes
MODULE IV : Introduction to Data Mining
Video - Introduction Types of Data Warehouse Schema Star Schema Fact Table Snowflake Schema
Video - Cookies Card Types of Cookies Pros/Cons of Cookies
Video - Issues in Data Mining Advantages/Disadvantages of Data Mining What can Data Mining Do data Mining Vs Data Analysis
Textual Notes
MODULE V :Data Mining Techniques
Video - Methods of Data Mining Purpose of Data Mining
Video - Data Mining Applications Database in Digital From Steps in Data Mining Process
Video - What is Data Mining Definition of Data Mining Data Mining and Knowledge Discovery What kind of Data can be Mined
Video - Clustering Clustering Techniques Example
Textual Notes
Assignments - October 2023 - Academic Session (July 2022 Batch onwards)
PCP Live Session
MCA Sem-III Data Warehousing and Data Mining PCP Session on 5th Jan @9am
PCP Recorded Session
PCP Session On 19th Jan 2024 part 1
PCP Session On 19th Jan 2024 part 2
PCP Session On 22nd Jan 2024
PCP Session On 25th Jan 2024
PCP Session On 25th Jan 2024 (Part II)
PCP Recorded Session on 18th June
PCP Recorded Session on 19th June 2024 - Part 1
PCP Recorded Session on 19th June 2024 - Part 2
PCP Recorded Session on 20th June 2024
Assignments - April 2024 - Academic Session (Jan 2023 Batch & Backlogs )
Data Warehousing and Data Mining - MCQ I - April 2024
Data Warehousing and Data Mining - Descriptive I - April 2024
Data Warehousing and Data Mining - MCQ II - April 2024
Data Warehousing and Data Mining - Descriptive II - April 2024
Past Year QB/Model QB
Data Warehousing and Data Mining - June 2024
Data Warehousing and Data Mining - October 2024
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Assignments - November 2024 Academic Session (July 2023 batch & July 2022 batch backlog)
Data Warehousing and Data Mining - MCQ I - November 2024
Data Warehousing and Data Mining - Descriptive I - November 2024
Data Warehousing and Data Mining - MCQ II - November 2024
Data Warehousing and Data Mining - Descriptive II - November 2024
Updated PCP Recorded Sessions ( Nov 2024 Academic session Onwards )
Data warehouse Architecture and its Components - Part I - 17th Nov
Data warehouse Architecture and its Components - Part II - 17th Nov
Data warehouse fundamentals - 24th Nov
Data Warehouse Architecture - Part I - 2nd Dec
Data Warehouse Architecture - Part II - 2nd Dec
Extract, Transform and Load - 21st Dec, 2024
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