Few important topics have covered from Data Warehousing and Data Mining which are given below:
- What is Data Mining
- Architecture of Data Mining
- Relational Databases
- Definition of Transaction Database
- Definition of Multimedia Databases
- Data Mining Functionalities
- Classification
- Classification of Data Mining Systems
- Major Issues in Data Mining
- Data Warehouse
- Basic Algorithm for Learning Decision Trees
- Prediction
- Concept Hierarchies
- Presentation and Visualization of discovered patterns
- Interestingness Measures
- Task-relevant Data
- Discretization and Concept Hierarchy Generation
- Histograms
- Numerosity Reduction
- Data Reduction
- Entity Identification Problem
- Data Cleaning for Missing Values
- Virtual Warehouse
- Process of Data Warehouse Design
- Difference between a Data Warehouse and a Data Mart
- Logical Dimensions
- Multi-dimensional Data Storage in Analytic Workspaces
- Use of Data Warehouse in Organisations
- Tree Pruning
- Naive Bayes Classifier
- How Effective are Bayesian Classifiers?
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