Reinforcement Learning
A series of tutorials on reinforcement learning, mainly for robotics applications.
Data Science Dictionary
An extensive (but not exhaustive) list of definition of data science terms.
Optimisation
A blog series about optimisation, including evolutionary and Bayesian optimisation.
Supervised Learning
Determining the relationship between input and output variables, given a training data set of labelled observations.
Cheat Sheets
Remembering commands and syntax for the various tools used in programming can be a daunting task. Here are some handy cheat sheets that can help you with this.
Anomaly Detection for Time Series
A review of the different anomaly detection approaches for time series data.