Large Scale Machine Learning with Spark.pdf
Thecontentsofthebookshavebeenwritteninabottom-up approachfromSparkandMLbasics,exploringdatawith featureengineering,buildingscalableMLpipelines,tuning andadaptingthemthroughforthenewdataandproblem types,andfinally,modelbuildingtodeployment.