computational data mining
TRANSCRIPT
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Computational
Data Mining
Part 1: Course Introduction
Instructor: Zahra Narimani
Department of Computer Science and Information Technology,Institute for Advanced Studies in Basic Sciences, Zanjan, Iran
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Reference Book
Main reference:
Elden, L., Matrix Methods in Data Mining and Pattern Recognition, SIAM, 2007
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Grading policy
Homework ~ 4
Project ~ 6-7
Midterm and Final Exam ~ 9-10
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Data mining and pattern recognition
* The science of extracting useful information from large data sets
* The act of taking in raw data and making an action based on the ‘category’ of the pattern
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Vectors and matrices
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Matrix as linear transformation
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System of linear equations
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System of linear equations
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Normal distribution
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Optimization problem: find parameters of a distribution
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Search the space to find optimal solution
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Any Question?