{"id":1080,"date":"2021-07-20T03:21:23","date_gmt":"2021-07-20T03:21:23","guid":{"rendered":"https:\/\/www.wikitechy.com\/interview-questions\/?p=1080"},"modified":"2021-09-09T05:34:36","modified_gmt":"2021-09-09T05:34:36","slug":"what-is-the-difference-between-apache-mahout-and-prediction-io","status":"publish","type":"post","link":"https:\/\/www.wikitechy.com\/interview-questions\/mahout\/what-is-the-difference-between-apache-mahout-and-prediction-io\/","title":{"rendered":"What is the difference between apache mahout and Prediction.io ?"},"content":{"rendered":"
\n
\n

Difference between Prediction.io and apache mahout<\/h2>\n<\/div>\n<\/div>\n
\n
\n\n\n\n\n\n\n\n
Apache mahout<\/th>\nPrediction.io<\/th>\n<\/tr>\n
FEATURES:<\/b>\u00a0The three components of Mahout are an
\nenvironment for building scalable algorithms,many new
\nScala + Spark and H2O (Apache Flink in progress)
\nalgorithms, and Mahout\u2019s mature Hadoop MapReduce
\nalgorithms.<\/td>\n		FEATURES:<\/b>\u00a0The Prediction.io supports event collection, evaluation, deployment of algorithms, querying predictive results via REST APIs.<\/td>\n<\/tr>\n
PROGRAMMING LANGUAGES:<\/b>\u00a0Java, Python, Ruby<\/td>\nPROGRAMMING LANGUAGES:<\/b>\u00a0Java<\/td>\n<\/tr>\n
SOURCE TYPE:<\/b>\u00a0Open<\/td>\nSOURCE TYPE:<\/b>\u00a0Open<\/td>\n<\/tr>\n
Individual can create analytics apps with Mahout,
\nif you want the apps as an API or as a server,
\nindividual needs something like Prediction.IO<\/td>\n		Prediction.io wants an algorithm layer; it comes with Apache Spark as well as Stanford NLP, but individual also can use Mahout.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n
<\/div>\n<\/div>\n
\n
\"Prediction<\/div>\n<\/div>\n<\/div>\n
\n
\n
<\/div>\n<\/div>\n
\"Apche<\/div>\n
\n
<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Answer : The three components of Mahout…<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7524],"tags":[195,7530,7531,7542,7536,7526,7584,7586,7551,291,7532,7569,7572,7537,7585,7583,7588,7589,7587],"class_list":["post-1080","post","type-post","status-publish","format-standard","hentry","category-mahout","tag-accenture-interview-questions-and-answers","tag-advanced-apache-mahout-interview-questions","tag-apache-mahout-interview-questions","tag-apache-mahout-interview-questions-and-answers","tag-apache-mahout-interview-questions-and-answers-for-freshers","tag-apache-mahout-tutorial","tag-apache-predict-ioapache-machine-learning-framework","tag-apache-recommendation-engine","tag-apache-spark-interview-questions-and-answers-for-experienced","tag-datamatics-global-services-ltd-interview-questions-and-answers","tag-mahout-interview-questions","tag-mahout-on-spark","tag-mahout-spark","tag-mahout-tutorial","tag-predictionio-algorithms","tag-predictionio-spark-mllib","tag-predictionio-templates","tag-predictionio-vs-mahout","tag-what-is-predictionio"],"yoast_head":"\nWhat 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