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		<title>What is the difference between apache mahout and Prediction.io ?</title>
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		<pubDate>Tue, 20 Jul 2021 03:21:23 +0000</pubDate>
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					<description><![CDATA[Answer : The three components of Mahout...]]></description>
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<h2 id="difference-between-prediction-io-and-apache-mahout" class="color-purple">Difference between Prediction.io and apache mahout</h2>
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<th>Apache mahout</th>
<th>Prediction.io</th>
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<td class="text-leftalign"><b>FEATURES:</b> The three components of Mahout are an<br />
environment for building scalable algorithms,many new<br />
Scala + Spark and H2O (Apache Flink in progress)<br />
algorithms, and Mahout&#8217;s mature Hadoop MapReduce<br />
algorithms.</td>
<td class="text-leftalign"><b>FEATURES:</b> The Prediction.io supports event collection, evaluation, deployment of algorithms, querying predictive results via REST APIs.</td>
</tr>
<tr>
<td class="text-leftalign"><b>PROGRAMMING LANGUAGES:</b> Java, Python, Ruby</td>
<td class="text-leftalign"><b>PROGRAMMING LANGUAGES:</b> Java</td>
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<td class="text-leftalign"><b>SOURCE TYPE:</b> Open</td>
<td class="text-leftalign"><b>SOURCE TYPE:</b> Open</td>
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<td class="text-leftalign">Individual can create analytics apps with Mahout,<br />
if you want the apps as an API or as a server,<br />
individual needs something like Prediction.IO</td>
<td class="text-leftalign">Prediction.io wants an algorithm layer; it comes with Apache Spark as well as Stanford NLP, but individual also can use Mahout.</td>
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<div><img decoding="async" class="alignnone size-medium aligncenter" src="https://cdn.wikitechy.com/interview-questions/Mahout/layout-of-difference-between-prediction-io-and-apache-mahout.png" alt="Apche Mahout" width="442" height="224" /></div>
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