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Easier data analysis in Python with pandas (video series) · May 10, 2016 · Python tutorial

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Guide to an in-depth understanding of logistic regression · February 21, 2016 · machine learning Python tutorial

How to get better at data science · September 6, 2015 · Python machine learning

Introduction to machine learning in Python with scikit-learn (video series) · July 18, 2015 · machine learning tutorial Python popular

Going deeper with dplyr: New features in 0.3 and 0.4 (video tutorial) · March 8, 2015 · R tutorial

Comparing supervised learning algorithms · February 27, 2015 · machine learning popular

A friendly introduction to linear regression (using Python) · February 20, 2015 · machine learning Python popular

Should you teach Python or R for data science? · February 2, 2015 · R Python popular

Lessons learned from teaching an 11-week data science course · January 17, 2015 · Python

ROC curves and Area Under the Curve explained (video) · November 19, 2014 · machine learning tutorial popular

Quick reference guide to applying and interpreting linear regression · October 22, 2014 · machine learning

In-depth introduction to machine learning in 15 hours of expert videos · September 2, 2014 · machine learning R popular

Hands-on dplyr tutorial for faster data manipulation in R · August 25, 2014 · R tutorial

GitHub is "just" Dropbox for Git · July 29, 2014 · git presentation

Reproducibility is not just for researchers · July 22, 2014

Example of logistic regression in Python using scikit-learn · June 6, 2014 · machine learning Python popular

My first Kaggle competition: Allstate Purchase Prediction Challenge · May 22, 2014 · machine learning presentation

Git and GitHub videos for beginners · May 5, 2014 · git tutorial

Example of linear regression and regularization in R · April 28, 2014 · machine learning R

Git quick reference for beginners · April 14, 2014 · git

Simple guide to confusion matrix terminology · March 25, 2014 · machine learning

Detecting Fraudulent Skype Users via Machine Learning · March 13, 2014 · machine learning presentation

Simple guide to forks in GitHub and Git · March 11, 2014 · git tutorial

Tidying "messy data" in R · March 9, 2014 · R tutorial

Video introductions to data science · March 6, 2014

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