M.E./ DATA WAREHOUSING AND MINING NOTES

Definition of Data warehouse:

http://shareengineer.blogspot.in/2012/09/definition-of-data-warehouse.html

Data Warehouse Components:

http://shareengineer.blogspot.in/2012/09/data-warehouse-components.html

Building a Data warehouse:

http://shareengineer.blogspot.in/2012/09/building-data-warehouse.html

Data Integration and transformation

http://shareengineer.blogspot.in/2012/09/data-integration-and-transformation.html

Classical Encryption

http://shareengineer.blogspot.in/2012/09/classical-encryption.html

Mapping the data warehouse to a multiprocessor architecture

http://shareengineer.blogspot.in/2012/09/mapping-data-warehouse-to.html

Database schema for decision support system:

http://shareengineer.blogspot.in/2012/09/database-schema-for-decision-support.html

Data Extraction, Transformation, and Migration Tools:

http://shareengineer.blogspot.in/2012/09/data-extraction-transformation-and.html

metadata and reporting

http://shareengineer.blogspot.in/2012/09/metadata-and-reporting.html

Query tools and implementation:

http://shareengineer.blogspot.in/2012/09/query-tools-and-implementation.html

OLAP and multidimensional data analysis

http://shareengineer.blogspot.in/2012/09/olap-and-multidimensional-data-analysis.html

Data Mining Functionalities:

http://shareengineer.blogspot.in/2012/09/data-mining-functionalities.html

Data Preprocessing-Data Cleaning

http://shareengineer.blogspot.in/2012/09/data-preprocessing-data-cleaning.html

Data Integration and transformation

http://shareengineer.blogspot.in/2012/09/data-integration-and-transformation.html

 Data reduction:

http://shareengineer.blogspot.in/2012/09/data-reduction.html

Data Discretization and Concept hierarchy Generation

http://shareengineer.blogspot.in/2012/09/14-data-discretization-and-concept.html

Association Rule Mining

http://shareengineer.blogspot.in/2012/09/association-rule-mining.html

Efficient and scalable methods for mining frequent patterns

http://shareengineer.blogspot.in/2012/09/efficient-and-scalable-methods-for.html

  Mining Various Kinds of Association Rules

http://shareengineer.blogspot.in/2012/09/mining-various-kinds-of-association.html

Constraint based Association mining

http://shareengineer.blogspot.in/2012/09/constraint-based-association-mining.html

Support Vector Machines

http://shareengineer.blogspot.in/2012/09/support-vector-machines.html

Associative Classification

http://shareengineer.blogspot.in/2012/09/associative-classification.html

Lazy Learners (or Learning from Your Neighbors)

http://shareengineer.blogspot.in/2012/09/lazy-learners-or-learning-from-your.html

Accuracy and Error Measures:

http://shareengineer.blogspot.in/2012/09/accuracy-and-error-measures.html

Evaluating the Accuracy of a classifier

http://shareengineer.blogspot.in/2012/09/evaluating-accuracy-of-classifier.html

Ensemble Learning and Model Selection

http://shareengineer.blogspot.in/2012/09/ensemble-learning-and-model-selection.html

Cluster Analysis:

http://shareengineer.blogspot.in/2012/09/cluster-analysis.html

-Type of data in cluster analysis:

http://shareengineer.blogspot.in/2012/09/type-of-data-in-cluster-analysis.html

clustering methods

http://shareengineer.blogspot.in/2012/09/clustering-methods-goal-of-clustering.html

Hierarchical and partition based clustering

http://shareengineer.blogspot.in/2012/09/hierarchical-and-partition-based.html

Density based and Grid based clustering

http://shareengineer.blogspot.in/2012/09/density-based-and-grid-based-clustering.html

Model based Clustering:

http://shareengineer.blogspot.in/2012/09/model-based-clustering.html

Clustering high dimensional data

http://shareengineer.blogspot.in/2012/09/clustering-high-dimensional-data.html

Constraint based cluster analysis

http://shareengineer.blogspot.in/2012/09/constraint-based-cluster-analysis.html

Outlier Analysis:   

http://shareengineer.blogspot.in/2012/09/outlier-analysis.html

Constraint-Based Clustering:

http://shareengineer.blogspot.in/2012/09/constraint-based-cluster-analysis_26.html

Spatial Data mining:

http://shareengineer.blogspot.in/2012/09/spatial-data-mining.html

Outlier Analysis:   

http://shareengineer.blogspot.in/2012/09/outlier-analysis_26.html

Object data mining

http://shareengineer.blogspot.in/2012/09/object-data-mining.html

Multimedia Data mining:

http://shareengineer.blogspot.in/2012/09/multimedia-data-mining.html

Text Data Mining:

http://shareengineer.blogspot.in/2012/09/text-data-mining.html

 Web Data Mining

http://shareengineer.blogspot.in/2012/09/web-data-mining.html

Multidimensional Data Analysis:

http://shareengineer.blogspot.in/2012/09/multidimensional-data-analysis.html

Descriptive mining of complex data objects

http://shareengineer.blogspot.in/2012/09/descriptive-mining-of-complex-data.html

Clustering tools

http://shareengineer.blogspot.in/2012/09/clustering-tools.html

- Weka tool implementation

http://shareengineer.blogspot.in/2012/09/weka-tool-implementation.html

R-software introduction

http://shareengineer.blogspot.in/2012/09/r-software-introduction.html

R-software execution for Model based clustering

http://shareengineer.blogspot.in/2012/09/r-software-execution-for-model-based.html