DM1: Introduction: Machine Learning and Data Mining - Sorry

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Largest Databases in 2005 Winter Corp. 2005 Commercial Database Survey: 1. Max Planck Inst. for Meteorology , 222 TB 2. Yahoo ~ 100 TB (Largest Data Warehouse) 3. AT&T ~ 94 TB www.wintercorp.com/VLDB/2005_TopTen_Survey/TopTenWinners_2005.asp 8
Data Growth In 2 years, the size of the largest database TRIPLED! 9
Page 1 and 2: Machine Learning, Data Mining, and
Page 3 and 4: Lesson Outline •Introduction: Dat
Page 5 and 6: Big Data Examples • Europe's Very
Page 7: From terabytes to exabytes to …
Page 13 and 14: Application Areas What do you think
Page 15 and 16: Customer Attrition: Case Study •S
Page 17 and 18: Customer Attrition Results • Veri
Page 19 and 20: Credit Risk - Results • Banks dev
Page 21 and 22: Successful e-commerce - Case Study
Page 23 and 24: Genomic Microarrays - Case Study Gi
Page 25 and 26: Security and Fraud Detection - Case
Page 29 and 30: Related Fields Machine Learning Vis
Page 31 and 32: Knowledge Discovery Process flow, a
Page 35 and 36: Data Mining Tasks: Classification L
Page 37 and 38: Summary: • Technology trends lead
Page 39: 1997 1998 1999 2000 2001 2002 2003

DM1: Introduction: Machine Learning and Data Mining - Sorry

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