4 Code Quality Tips That Made Me a Better ML Engineer

We will look into Software Quality in Machine Learning. How you can improve it through programming principles like KISS and commenting in Python. Additionally, we will look at Type Hints and how to become more productive in Minutes in your Data Science life! Complexity and the different variation of it that you need to look out for and in the end I show you my favorite PyCharm tricks.

If you enjoyed this video, I would be excited to connect on Twitter or LinkedIn.

Intro: 0:00
KISS: 0:48
Style: 2:00
Style In Code 2:57
Type Hints In Code: 4:50
Complexity: 6:43
Commenting: 10:10
Comments Code: 11:36
IDE tips: 14:00

[ericdemattos]

Great advice!

Regarding the Python 3.10 union syntax: it can be used natively in Python 3.7+ by including `from ___future___ import annotations` at the top of the file 🚀