Building a Recommendation Engine with Scala. Saleem A. Ansari

Building a Recommendation Engine with Scala


Building.a.Recommendation.Engine.with.Scala.pdf
ISBN: 9781785282584 | 156 pages | 4 Mb


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Building a Recommendation Engine with Scala Saleem A. Ansari
Publisher: Packt Publishing, Limited



Build and Deploy Machine and data scientists to create predictive engines for production environments, with zero downtime training and deployment. Can use entire user click streams and context in making recommendations. Scala-parallel-recommendation-custom-datasource Import sample data for E-Commerce Recommendation Engine Template. You will need: Scala 2.10+; Play Framework; MongoDB. Blog-spark-food-recommendation - Simple example on how to use .com/2014/ 07/22/building-a-food-recommendation-engine-with-spark-mllib-and-play/. README.md Distributed Recommendation Engine with RDD-based Model using MLlib's ALS. Recommendation Features • Discover (personalized recommendations) • Radio • Related Artists • Now Playing 8 How to Build a Recommendation Engine on Spark Scala Data Pipelines for Music Recommendations. The Apache Mahout™ project's goal is to build an environment for quickly are an environment for building scalable algorithms, many new Scala + Spark (H2O in their own math while providing some off-the-shelf algorithm implementations . Co-occurrence-based recommendations with Mahout, Scala & Spark Sebastian Schelter How to Build a Recommendation Engine on Spark. PredictionIO Recommendation Engine Template (Scala-based parallelized engine) v0.2.0. Will cover how we can very easily build blog recommendation engine… might help people looking for end-to-end PredictionIO Java tutorial.





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