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What is Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK about?

Here is the podcast description for Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK:

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 results are statistics, such as the number of null values and distinct values in a column, its data type, or the most frequent patterns of its data values. Metadata that are more difficult to compute usually involve multiple columns, such as inclusion dependencies or functional dependencies between columns. More advanced techniques detect approximate properties or conditional properties of the data set at hand. The first part of the lecture examines efficient detection methods for these properties.

Data profiling is relevant as a preparatory step to many use cases, such as query optimization, data mining, data integration, and data cleansing.

Many of the insights gained during data profiling point to deficiencies of the data. Profiling reveals data errors, such as inconsistent formatting within a column, missing values, or outliers. Profiling results can also be used to measure and monitor the general quality of a dataset, for instance by determining the number of records that do not conform to previously established constraints. The second part of the lecture examines various methods and algorithms to improve the quality of data, with an emphasis on the many existing duplicate detection approaches.

How many episodes of Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK exist?

As of Aug 15th, 2025, Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK has published 19 episodes.

When was the latest episode of Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK?

The latest episode of Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK was published on Jan 29th, 2015

When did Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK launch?

Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK launched its first episode on Oct 13th, 2014.

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

The content of Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK is not explicit.

Who is the author of Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK?

Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK is created by tele-TASK.

Which podcast categories does Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK belong to?

Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK belongs to the following podcast categories:

Education

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Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK is hosted on Unknown.

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

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How many listens/downloads does Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK get?

Does Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK accept guest interviews?

How much does it cost to advertise on Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK?

Where does Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK rank on Apple Podcasts charts?

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Which brands have sponsored Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK?

What is Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK about?

How many episodes of Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK exist?

When was the latest episode of Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK?

When did Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK launch?

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

Who is the author of Data Profiling and Data Cleansing (WS 2014/15) - tele-TASK?

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