Building a Recommendation Engine with Scala by Saleem A. Ansari

Building a Recommendation Engine with Scala



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


This demo explains how to use a basic dataset of Actors acting in Movies to create recommendations with a graph database. How to Build a Recommendation Engine on Spark. In this post, we'll discuss how to build a recommendation engine using Mahout. Build and Deploy Machine and data scientists to create predictive engines for production environments, with zero downtime training and deployment. Scala- parallel- Import sample data for recommendation engine. Learn to use Scala to build a recommendation engine from scratch and empower your website users. Contribute to scala-parallel-universal-recommendation development by creating an Create a new app name, change appName in engine.json; Run pio app new pio build , pio train , and pio deploy; To execute some sample queries run . Open and edit build.sbt of your engine, and look for these two lines: engine. PredictionIO Recommendation Engine Template (Scala-based parallelized engine) v0.2.0. Why Build a Custom Recommendation Engine? I am trying to build the Ecomm Reccom engine (PredictionIO/template-scala- parallel-ecommercerecommendation) and it is failing. MLlib uses the alternating least squares (ALS) algorithm to learn these latent factors. Scala-parallel-recommendation-mongo-datasource. How to Build a Recommendation Engine on Spark was a suited for machine learning • Provides high-level APIs in Java, Scala and Python. Mahout Scala and Spark Bindings: Bringing algebraic semantics Dmitriy Lyubimov 2014. C developer and then subsequently moving on to Perl, Ruby, PHP, and Java. I'm building the recommendation engine that will use a lot of algorithms, heuristics, and machine learning. 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. Spark-recommender - Scalable recommendation system written in Scala using the Apache Spark Spark Recommender is built with Simple Build Tool (SBT).





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