Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK

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Data profiling is the set of activities and processes to determine the metadata about a given dataset. Profiling data is an important and frequent activity of any IT professional and researcher. It encompasses a vast array of methods to examine data sets and produce metadata. Among the simpler resu…

Prof. Dr. Felix Naumann

Jan 29, 2015 LATEST EPISODE
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19 EPISODES

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Latest episodes from Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK

Profiling Linked Data

Play Episode Listen Later Jan 29, 2015 73:08

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Generic Entity Resolution with Swoosh

Play Episode Listen Later Jan 26, 2015 44:04

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Sorted Neighborhood Methods & Generic Entity Resolution with Swoosh

Play Episode Listen Later Jan 19, 2015 85:48

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Sorted Neighborhood Methods

Play Episode Listen Later Jan 15, 2015 85:58

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Similarity Measures & Generic Entity Resolution with Swoosh

Play Episode Listen Later Jan 8, 2015 86:54

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Similarity Measures

Play Episode Listen Later Jan 5, 2015 89:06

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Duplicate Detection

Play Episode Listen Later Dec 18, 2014 90:07

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Data Quality and Data Cleansing

Play Episode Listen Later Dec 15, 2014 81:07

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Dependency Checking, Approximate FDs, FD_Mine and DFD

Play Episode Listen Later Dec 11, 2014 89:33

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IND Detection on very many Tables

Play Episode Listen Later Dec 4, 2014 41:02

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Discovery of Conditional Unique Column Combination

Play Episode Listen Later Dec 4, 2014 24:04

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TANE

Play Episode Listen Later Dec 1, 2014 88:46

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Der Apriori Algorithmus, Discovering cINDs & Detecting Functional Dependencies

Play Episode Listen Later Nov 24, 2014 84:57

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SPIDER, Foreign Key Extraction & Conditional Inclusion Dependencies

Play Episode Listen Later Nov 13, 2014 87:04

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Detecting Inclusion Dependencies

Play Episode Listen Later Nov 10, 2014 80:03

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Unique Column Combinations

Play Episode Listen Later Oct 27, 2014 62:12

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Visualization, Next Generation Profiling & Profiling Challenges

Play Episode Listen Later Oct 23, 2014 84:32

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An Introduction to Data Profiling

Play Episode Listen Later Oct 20, 2014 91:44

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Introduction

Play Episode Listen Later Oct 13, 2014 89:33

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