Spark with Python: linear models in MLlib

Spark with Python: linear models in MLlib

##Linear models

• Classification

  • Support vector machines (SVM)
  • Logistic regression

• Regression

  • Least square regression
  • Lasso regression
  • Ridge regression

• Regression with streaming data

##Dimensionality reduction

• Singular value decomposition (SVD): Scala, Java
• Principle component analysis (PCA): Scala, Java