Want to create an interactive transcript for this episode?
Podcast: Test & Code
Episode: 126: Data Science and Software Engineering Practices ( and Fizz Buzz ) - Joel Grus
Description: Researches and others using data science and software need to follow solid software engineering practices. This is a message that Joel Grus has been promoting for some time.Joel joins the show this week to talk about data science, software engineering, and even Fizz Buzz.Topics include:Software Engineering practices and data scienceDifficulties with Jupyter notebooksCode reviews on experiment codeUnit tests on experiment codeFinding bugs before doing experimentsTests for data pipelinesTests for deep learning models Showing researchers the value of tests by showing the bugs found that wouldn't have been found without them."Data S...