SQL Server Workshops

Lessons in the Fundamentals of Scala

Spark: The Definitive Guide's Code Repository

Git repo for Analysis Services samples and community projects

Feature Engineering Made Easy, published by Packt

Example source code for the book "Web Scraping for Data Science with Python"

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

Repository to accompany "Pandas for Everyone"

Pandas Cookbook, published by Packt

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Postgres features showcase (commented SQL samples) for beginners

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

SSAS Events Analyzer

Jupyter Notebooks for the Python Data Science Handbook

Automatic extraction of relevant features from time series:

Seasonal-Trend Decomposition using Loess (STL) in R

Minimal and clean examples of machine learning algorithms

Content for Udacity's Machine Learning curriculum

Content for Udacity's Data Analyst curriculum

Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science

A Sublime Text cheat sheets plugin.

Notebooks and code for the book "Introduction to Machine Learning with Python"

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code

seasonal adjustment on the fly extension for ggplot2

Materials for my Pycon 2015 scikit-learn tutorial.