ODSC Europe, September 2018
Plotly Dash lets you build interactive dashboards in Python.
By allowing data scientists to develop data-centric interactive web applications in a language they are already familiar with, Dash allows replacing slide decks with dashboards for disseminating the results of the data science process. In this talk, I demonstrate how to build a web application that wraps a trained model from scratch.
Strata London, May 2018
You can use Jupyter widgets to build user interfaces for controlling data science pipelines.
In this talk, I show how widgets can be used to enhance your data science workflow by allowing you to concentrate on visualizations and abstrations rather than the minutiae of translating your thoughts into code. I talk through several widgets that we use every day at ASI Data Science.
Plotcon Oakland, May 2017
Why do some repositories grow popular while others remain relatively unknown? I try to achieve a quantitative understanding of the drivers of popularity in open source.