Re: Recommendations using Spark

2016-01-08 Thread Jorge Machado
Hello anjali, You can Start here : org.apache.spark.mllib.recommendation Them you should build a “recomender” you need to transform your trainData into Rating objects them you can train a model with for example : val model = ALS.trainImplicit(trainData, 10, 5, 0.01, 1.0) Jorge > On 08/01/20

Re: Recommendations using Spark

2016-01-07 Thread Stephen Boesch
Alternating least squares takes an RDD of (user/product/ratings) tuples and the resulting Model provides predict(user, product) or predictProducts methods among others.

Re: Recommendations using Spark

2016-01-07 Thread dEEPU
Use spark mlib kmeans algorithm to generate recommendations On Jan 8, 2016 12:41 PM, anjali gautam wrote: Hi, Can anybody please guide me how can we create generate recommendations for a user using spark? Regards, Anjali Gautam

RE: Recommendations using Spark

2016-01-07 Thread Singh, Abhijeet
The question itself is very vague. You might want to use this slide as a starting point http://www.slideshare.net/CasertaConcepts/analytics-week-recommendations-on-spark. From: anjali gautam [mailto:anjali.gauta...@gmail.com] Sent: Friday, January 08, 2016 12:42 PM To: user@spark.apache.org Subj