IT-603 (B) Data Mining Notes
5 notes for Data Mining, unit by unit.
Notes for IT-603 (B)
- Unit 1 · Short notes Data Warehousing Need for data warehousing · Basic elements of data warehousing · Data Mart · Data Warehouse Architecture · Extract and load process · Clean and Transform data
- Unit 2 · Short notes Data Mining Data preprocessing · Data integration and transformation · Data reduction · Discretization and concept‑hierarchy generation · Basics of data mining · Data mining techniques
- Unit 3 · Short notes Mining Association Rules in Large Databases Association rule mining · Single‑dimensional Boolean association rules · Multi‑level association rules · Apriori algorithm · FP‑Growth algorithm · Time‑series mining association rules
- Unit 4 · Short notes Classification and Clustering Distance measures · Types of clustering algorithms · K‑Means algorithm · Decision tree classification · Bayesian classification · Other classification methods
- Unit 5 · Short notes Web Mining and its Types Introduction to web mining and its types · Spatial mining · Temporal mining · Text mining · Security issues in web mining · Privacy issues in web mining
More for IT-603 (B)
Other 6th semester IT subjects
- IT-601 Computer Graphics & Multimedia
- IT-602 Wireless and Mobile Computing
- IT-603 (A) Compiler Design
- IT-603 (C) Embedded Systems
- IT-604 (A) Intellectual Property Rights
- IT-604 (B) Software Engineering
- IT-604 (C) Wireless Sensor Networks
- IT-605 Programming in Python
- IT-606 Android Programming