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Transcript of Spark ML
local API = cluster API
Unified API for Data Preprocessing / Transformation / ML
DataFrame support from day 1
(learning model, feature transformer, ...)
E.g. Logistic Regression
at a glance
x^2+y^2 = 1
create feature vectors
Developed to be used in
a parallel environment.
distributed random forests
use Weka, Scikit-learn on a single node
Works on RDDs