AD-603 (A) Data Mining and Warehousing Notes
5 notes for Data Mining and Warehousing, unit by unit.
Notes for AD-603 (A)
- Unit 1 · Short notes Data Warehousing Introduction · Delivery Process · Data warehouse Architecture · Data cleaning · Data Integration and transformation · Data reduction
- Unit 2 · Short notes OLAP Systems Basic concepts · OLAP queries · Types of OLAP servers · OLAP operations · Data Warehouse Hardware and Operational Design · Security
- Unit 3 · Short notes Introduction to Data & Data Mining Data Types · Quality of data · Data Preprocessing · Similarity measures · Summary statistics · Data distributions
- Unit 4 · Short notes Supervised Learning: Classification Statistical-based algorithms · Distance-based algorithms · Decision tree-based algorithms · Neural network-based algorithms · Rule-based algorithms · Probabilistic Classifiers
- Unit 5 · Short notes Clustering & Association Rule Mining Hierarchical algorithms · Partitional algorithms · Clustering large databases - BIRCH · DBSCAN · CURE algorithms · Parallel and distributed association rule algorithms such as Apriori
More for AD-603 (A)
Other 6th semester AD subjects
- AD-601 Deep Learning
- AD-602 Computer Networks
- AD-603 (B) Digital Image Processing
- AD-603 (C) Information Retrieval
- AD-604 (A) Internet of Things
- AD-604 (B) Block Chain Technologies
- AD-604 (C) Compiler Design