CS-703 (B) Data Mining and Warehousing Notes
5 notes for Data Mining and Warehousing, unit by unit.
Notes for CS-703 (B)
- 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 of OLAP · OLAP queries · Types of OLAP servers · OLAP operations · Data Warehouse Hardware Design · Security
- Unit 3 · Short notes Introduction to Data & Data Mining Data Types · Data Quality · Data Preprocessing · Similarity Measures · Summary Statistics · Data Distributions
- Unit 4 · Short notes Supervised Learning Classification – Statistical‑based algorithms · Classification – Distance‑based algorithms · Classification – Decision‑tree‑based algorithms · Classification – Neural‑network‑based algorithms · Classification – Rule‑based algorithms · Probabilistic Classifiers
- Unit 5 · Short notes Clustering & Association Rule Mining Hierarchical Clustering Algorithms · Partitional Clustering Algorithms · Clustering large databases – BIRCH · Clustering large databases – DBSCAN · Clustering large databases – CURE · Association Rules – Apriori algorithm
More for CS-703 (B)
Other 7th semester CSE subjects
- CS-701 Software Architectures
- CS-702 (A) Computational Intelligence
- CS-702 (B) Deep & Reinforcement Learning
- CS-702 (C) Wireless & Mobile Computing
- CS-702 (D) Big Data
- CS-703 (A) Cryptography & Information Security
- CS-703 (C) Agile Software Development
- CS-703 (D) Disaster Management