Building a Recommendation Engine with Scala by Saleem A. Ansari

Building a Recommendation Engine with Scala Saleem A. Ansari ebook
Format: pdf
ISBN: 9781785282584
Page: 156
Publisher: Packt Publishing, Limited

Learn to use Scala to build a recommendation engine from scratch and empower your website users. This book is written for those who want to learn the different tools in the Scala ecosystem to build a recommendation engine. This Recommendation Engine Template has integrated Apache Spark MLlib's Collaborative pio template get PredictionIO/template-scala-parallel- recommendation Now you can build, train, and deploy the engine. Play Framework is the High Velocity Web Framework For Java and Scala. Create a java project in your favorite IDE and make sure mahout is on the recommendation : recommendations) { System.out.println(recommendation); }. How to Build a Recommendation Engine on Spark. Mahout Scala and Spark Bindings: Bringing algebraic semantics Dmitriy Lyubimov 2014. And Jill, who both read several articles about Java™ and agile. Recently we've been implementing a recommender system for Yap. In Part 2, learn about some open source recommendation engines LinkedIn uses Apache Hadoop to build its specialized collaborative-filtering capabilities. Scala-parallel-recommendation-cat. MLlib uses the alternating least squares (ALS) algorithm to learn these latent factors. Examples/experimental/scala-parallel-friend-recommendation/engine-forest.json build.sbt.