Wavelet Transform | Concept Example | Solved Problem | Data Mining and Warehousing
Playlist for Data Warehousing and Mining:
• Data Warehousing and Mining
#datamining #universityexams #wavelettransfor
This playlist also includes solutions to various topics like Introduction to data mining – kinds of data, relational databases, traditional databases, advanced database systems. Data Mining functionalities and patterns generated.
Data Preprocessing: – Data Cleaning, Data Integration and Transformation, Data Reduction
Data Discretization. Concept Hierarchy Generation Data Warehouse and OLAP Technology-
A Multidimensional Data Model Stars, Snow flake and Fact Constellations Schemas for
Multidimensional Databases, OLAP operations, Data Warehouse Architecture
Associations and Correlations- the Apriori Algorithm, Finding Frequent Item sets Using
Candidate Generation Mining, Frequent Item sets without Candidate Generation Mining, and
Frequent Item sets Using Vertical Data Format.
Classification- Classification by Decision Tree Induction, Bayesian Classification, Rule-
Based Classification, Associative Classification
Prediction- Linear Regression and Non linear Regression
Clustering- Similarity and distance measures, Outliers, Partitioning and hierarchical Methods,
Mining Social Network, spatial databases, multidimensional databases, text databases and
World Wide Web.
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