[talk] Pydata Lausanne February 2024

Welcome to 1st PyData session of the year! 🎉

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1st talk, by Guillaume Mollard & Adrien Ruault

https://www.linkedin.com/in/guillaume-mollard/
https://www.linkedin.com/in/adrien-ruault/

MLOps with DVC and CML
How to ensure reproducibility of your experiments with DVC and ensure safe deployment with CML.

2nd talk, by Lucas Eckes
https://www.linkedin.com/in/lucas-eckes-066647171/

Suppress testing nightmares: Easy and reliable tests with pytest

Abstract:
To ensure the correct behavior of your code, testing is indispensable. Creating tests is always a difficult task as it requires good coverage of your code. In this talk, I will present how to fully leverage pytest in order to make tests as painless as possible for the developers. This talk will delve into the effective use of fixtures, mocking, and test parametrization, making the testing journey as painless as possible.

3rd talk, by Thibault Viglino
https://www.linkedin.com/in/viglino/

Forget the print statement: how to use VSCode’s debugger to simplify your life

Abstract:
Stop fearing the debugger config, stop losing time. We will cover basic usage as well as more advanced situations, when you want to debug through other modules, docker, and even notebooks.

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NOTES

• PLEAS RSVP: If your status changes, change your RSVP accordingly! This enables us to manage reservations.
• If you are on the waiting list: we will do our best to increase the number of seats, so stay tuned