Jan Freyberg: Active learning in the interactive python environment | PyData London 2019

Many data science and machine learning techniques require labelled data. In many businesses, this means that a lot of time, energy or money goes into acquiring labels. Active learning is a technique to make this process more efficient, by choosing data points to label based on current model performance. Here, I discuss methods of doing so easily and quickly in the interactive python ecosystem. PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United Stat