Introduction to Datamining What is Data mining http

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Introduction to Datamining

Introduction to Datamining

What is Data mining? http: //www. autosoft. in. th/data-warehouse/ เหม องขอมล-data-mining

What is Data mining? http: //www. autosoft. in. th/data-warehouse/ เหม องขอมล-data-mining

What is Data mining? Input Data Preprocessi ng Data Mining Postprocessi ng Information

What is Data mining? Input Data Preprocessi ng Data Mining Postprocessi ng Information

Why do we process data mining? • Stability (1, 200 คน * 3, 600

Why do we process data mining? • Stability (1, 200 คน * 3, 600 สาขา * 365 วน ( = 1, 576, 800, 000 ใบเสรจ

Why do we process data mining? • High dimensional

Why do we process data mining? • High dimensional

Data Ownership and Distribution

Data Ownership and Distribution

Why do we process data mining? • Knowledge ราคาทองคำยอนหลง6 เด อน

Why do we process data mining? • Knowledge ราคาทองคำยอนหลง6 เด อน

Input Data Text files EXEL Database Data

Input Data Text files EXEL Database Data

Induction-based learning (Data mining) Learning from induction-based learning … 2009 monthly Payment (baht) monthly

Induction-based learning (Data mining) Learning from induction-based learning … 2009 monthly Payment (baht) monthly 1 2 3. . 12 25, 000. 00 30, 000. 00 17, 000. 00 … 23, 500. 00 1 2 3 2010 Payment (baht) 10, 000. 00 15, 000. 00 1, 500, 000. 00

Task of Data mining Predictive or Supervised Modeling Classification Prediction Estimation/ Regression Descriptive or

Task of Data mining Predictive or Supervised Modeling Classification Prediction Estimation/ Regression Descriptive or Unsupervised Modeling Associations Clustering

Data mining Application • Prediction (forecasting)

Data mining Application • Prediction (forecasting)

Data mining Application • Prediction (Classification)

Data mining Application • Prediction (Classification)