Writing your First Testing Suite with pytest

Abstract:

• We've all heard that we should be testing our Machine Learning models in production and getting good test coverage. This talk will give an overview of 4 types of tests: unit, integration, regression and parametrized test, via examples in pytest. You'll write more robust code in no-time, no prior testing experience necessary.

Speaker:

• IDEAS webinar (July 2019, slides, video)

• PyLadies Los Angeles (Nov 2018)

Code repository:

• GitHub

Keywords:

• Data products

• Machine Learning in Production,

• Testing suite

• pytest