I'll show you what good logging is with real-life examples. Most people don't know what to log, so they end up creating just noise.... (more…)

Create UIs for your machine learning model in Python in 3 minutes - GitHub - gradio-app/gradio: Create UIs for your machine learning model in Python in 3 minutes... (more…)

There is a vast constellation of tools and platforms for processing and analyzing your data. In this episode Matthew Rocklin talks about how Dask fills the gap between a task oriented workflow tool and an in memory processing framework, and how it brings ...

Python features that are especially useful for interview style code. Maybe not anything else. (more…)

As a follow up to Python Mocking 101: Fake It Before You Make It, this post covers some higher-level software engineering principles demonstrated in our Python testing over the past year and half. In particular, the idea of patching mock objects in unit t... (more…)