Home > Big Data, Data Mining, Machine Learning > Large-scale Machine Learning and Data Mining using Hadoop – Hadoop World 2010

Large-scale Machine Learning and Data Mining using Hadoop – Hadoop World 2010


A couple interesting videos on large-scale machine learning and data mining using Hadoop from Hadoop World 2010.

1 – Large-Scale Text Analytics at AOL

The first is a presentation on Text Analysis from AOL:

Slides for the presentation can be found here.

AOL’s high-level text analytics architecture – built on top of HDFS – is shown in the visual below:

Related presentations on AOL’s use of Hadoop for Content Analytics and Ad Targeting can be seen below:

The Text Analytics modules perform analysis that is then fed into important AOL applications. Two targeted advertising examples – shown below – are Location-Aware Contextual Advertising and User Aware Ad Targeting:

2 – Sentiment Analysis at GE

The second presentation is from GE on large-scale Sentiment Analysis using Hadoop:

glenn

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