Test and Code: 170: pytest for Data Science and Machine Learning - Prayson Daniel

Prayson Daniel, a principle data scientist, discusses testing machine learning pipelines with pytest.

Prayson is using pytest for some pretty cool stuff, including:

• unit tests, of course
• testing pipeline stages
• counterfactual testing
• performance testing

All with pytest. So cool.

Special Guest: Prayson Daniel.

Sponsored By:

• PyCharm Professional: Try PyCharm Pro for 4 months and learn how PyCharm will save you time.

Support Test & Code in Python

Links:

• Python Bytes 250, with Prayson Daniel — Listen to this for more of an introduction to Prayson

<p>Prayson Daniel, a principle data scientist, discusses testing machine learning pipelines with pytest.</p> <p>Prayson is using pytest for some pretty cool stuff, including:</p> <ul> <li>unit tests, of course</li> <li>testing pipeline stages</li> <li>counterfactual testing</li> <li>performance testing</li> </ul> <p>All with pytest. So cool.</p><p>Special Guest: Prayson Daniel.</p><p>Sponsored By:</p><ul><li><a href="https://ift.tt/2JDHRTz" rel="nofollow">PyCharm Professional</a>: <a href="https://ift.tt/2JDHRTz" rel="nofollow">Try PyCharm Pro for 4 months and learn how PyCharm will save you time.</a></li></ul><p><a href="https://ift.tt/2tzXV5e" rel="payment">Support Test & Code in Python</a></p><p>Links:</p><ul><li><a href="https://ift.tt/39iaZ1G" title="Python Bytes 250, with Prayson Daniel" rel="nofollow">Python Bytes 250, with Prayson Daniel</a> &mdash; Listen to this for more of an introduction to Prayson</li></ul>

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