StandCloud Computing:

• AWS , Google Cloud , Microsoft Azure

AWS spot option:

• Overview of Spot mechanism

• Spot Setup Guide

Stack and packages:

• Basic SciPy stack (ipython, numpy, pandas, matplotlib)

• Jupyter Notebook

• Stand-alone python tSNE package

• Libraries to work with sparse CTR-like data: LibFM , LibFFM

• Another tree-based method: RGF ( implemetation , paper )

• Python distribution with all-included packages: Anaconda

• Blog "datas-frame" (contains posts about effective Pandas usage)