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Elementary Concepts of data minig

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Dr Anjan Krishnamurthy
Dr Anjan Krishnamurthy

Mathematical analysis of Graph and Huff amn coding

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Elementary Concepts Data Mining Technology Anjan.K II Sem M.Tech CSE M.S.R.I.T
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object]
Need for Dimensionality Reduction ,[object Object],[object Object],[object Object],[object Object]
Dimensionality Reduction? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Principal Component Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Geometric Picture of Principal Components (PCs)
Algebraic Derivation of PCs
Knowledge Discovery (KDD) Process ,[object Object],Data Cleaning Data Integration Databases Data Warehouse Knowledge Task-relevant Data Selection Data Mining Pattern Evaluation
Data Mining: Confluence of Multiple Disciplines Data Mining Database Technology Statistics Machine Learning Pattern Recognition Algorithm Other Disciplines Visualization
Question 3 (1.3 of Chap 1 of Han & Kamber) ,[object Object]
Proposed Data Mining Technology
Data Mining System College DB University DB University Warehouse Exam DB Response Attribution Back Office Systems Data Mining system OLAP Tools Pattern Evaluation Graphical Interface
Potter‘s Wheel ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Potter‘s Wheel
Potter’s Wheel- features ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Potter‘s Wheel - Conclusion ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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