Unlocking Modeling Skills: Experimenting Across Continents! #Shorts

Added: 2026-06-03

[00:00:01]If you say hey, I want to go into modeling, but I also want to break out by by continent, right? North America, South America, Europe, Africa.

[00:00:10]That in itself is an experiment.

[00:00:13]Maybe a model works in Western Europe, but it doesn't work in South America.

[00:00:19]You know, vis-a-vis the data you're putting in, right?

[00:00:22]So, these levers that I'm suggesting to you aren't always just going to be like a list of hyper parameters. They're not always going to be obvious.

[00:00:32]That's where your creativity comes in.

[00:00:35]Okay? So, keep that in mind. All right.

[00:00:37]So, the next part is the modeling skills.

[00:00:40]Running experiments.

[00:00:41]What is the code you need? And then what are the resources you need to run that code? And by resources, I usually mean time and processing power.

[00:00:49]Right?

[00:00:50]Because you you are the you are the human resource. You are the data scientist that produces that code, right?

[00:00:57]So, here um the soft skill is the modeling skills.

[00:01:04]Basically, you know, if I, Dennis, am the data scientist assigned to this, then the correlation, excuse me, the the biggest um constraint is what I meant to say. The biggest constraint on that process is well, how many models does Dennis know?

[00:01:20]Right?

[00:01:21]You know, obviously models that fit the data, right?

[00:01:25]But the but but it's dependent on my skill, right?

[00:01:30]My my my modeling skills, how many models I know, and and and how proficient I am at writing that code is the constraint here.