Python

Python on Vercel.

Big strength is libraries for data processing and analysis.

Setup

Use UV

Environment

Remember to check for interpreter warnings :::

Package Manager

• https://docs.astral.sh/uv/

uv sync

Set interpreter

source .venv/bin/activate

Courses

• Machine Learning with Python
• Automate your Life

Context

• Data Tools
• Data Management Roles

Questions

Which engineering decision related to this topic has the highest switching cost once made — and how do you make it well with incomplete information?

• At what scale or complexity level does the right answer to this topic change significantly?
• How does the introduction of AI-native workflows change the conventional wisdom about this technology?
• Which anti-pattern in this area is most commonly introduced by developers who know enough to be dangerous but not enough to know what they don't know?