Anton Slutsky, Lead Data Scientist, EPAM Systems Hadoop + Mahout Confidential.

Anton Slutsky, Lead Data Scientist, EPAM Systems

Hadoop + Mahout

Confidential

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Agenda

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Machine Learning vs. Statistics

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Types of Machine Learning

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Machine Learning Applications

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Machine Learning and Data

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Obligatory Big Data Slide

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Hadoop

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Apache Mahout

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Why Hadoop + Mahout?

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Machine Learning Applications

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Machine Learning Applications

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Hadoop + Mahout Algorithm

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Get data into Hadoop

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Convert data into Mahout format

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Mahout format – Sequence File

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Learn model from Data