A Data Scientist's Guide to Unit & End-to-End Testing
1h 23m

A Data Scientist's Guide to Unit & End-to-End Testing

MLOps World - MLOps World & Generative AI World 2024
Vatsal Patel
machine-learning mlops testing unit-testing end-to-end-testing test-driven-development ci-cd python pytest mocking dependency-injection
Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You
27 min

Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You

PyCon - PyCon US 2023
Elizabeth Johnson
machine-learning python test-driven-development tdd data-analysis data-cleaning scikit-learn pandas jupyter-notebooks pytest recommendation-engines
Testing Spacecraft with Pytest
31 min

Testing Spacecraft with Pytest

PyCon - PyCon US 2023
Dan Craig
pytest python testing mission-critical-software safety-critical-software fixtures hooks generators context-managers threading telemetry-streams
Unit Testing con Pytest
33 min

Unit Testing con Pytest

PyCon - PyCon US 2023
Sofรญa Denner
python pytest unit-testing testing mocks fixtures parametrization refactoring test-driven-development code-quality
Publishing your Python project, the conda way
2h 46m

Publishing your Python project, the conda way

PyCon - PyCon US 2023
Dave Clements Mahe Iram Khan Valerio Maggio
python conda packaging conda-forge pip package-management environment-management software-packaging github pytest testing