Feature engineering

Open source tools & ds competitions by Owen Zhang

Machine Learning with scikit-learn

machine learning in Python

DATA SCIENCE 101

Vowpal wabbit

Winning data science competitions, presented by Owen Zhang

10 R Packages to Win Kaggle Competitions

Gradient Boosted Regression Trees, Python

Logistic Regression in Rare Events Data

Predictive Modeling workshop

THE DEVELOPMENT PROCESS FOR THE CARET PACKAGE

The art of data science

Driven data ODSC

Machine Learning Based Personalization Using Uplift Analytics: Examples and Applications

A hybrid approach to data science project management

MACHINE LEARNING FOR SUITS

stories behind kaggle competitions

DATAFRAMES:THE EXTENDED CUT

Monary: scientific analysis with mongodb and numpy