This workshop that aims to show how effective python is for data science. This was developed originally for climate scientists, but in practice anyone can follow it.
This workshop introduces Bayesian statistics. This was developed originally for climate scientists, but in practice anyone can follow it.
Presentation at Python Ireland Meetup in March 2018 introducing Bayesian machine learning.
I love making animations using matplotlib! However, it can be a pain to make these animations at the start. I've put together the following module that allows you to make animations using a declarative syntax. See this github repo for the code and examples.
Interactive visualisations are an effective way of exploring your dataset. This snippet shows how to use the Holoviews library to do this in a jupyter notebook.