Facebook on coordinated migration
Making government more effective
http://python.org
IPython videos and presentations
Linear Algebra, from Saint Michael's College
Non-obvious tricks for computing medians
Almost "average squared deviation from the mean"
"angrily accused of experimenting on your users"
OpenStax Introductory Statistics
"The Earth Is Round (p < .05)"
Coursera -- Data Analysis and Statistical Inference
scikit-learn stochastic gradient descent
running Python scripts without the Python command
opening csv files in binary mode
http://www.pythonapi.com/
http://www.programmableweb.com/
https://apps.twitter.com/
scikit-learn matrix decomposition
The Elements of Statistical Learning
the length represented by a degree of longitude
scikit-learn nearest neighbor models
scikit-learn logistic regression
scikit-learn support vector machines
Coursera -- Neural Networks for Machine Learning
Neural Networks and Deep Learning
many, many scikit-learn examples
r/datasets and r/data