Skip to main content

Questions tagged [best-practice]

The tag has no usage guidance.

Filter by
Sorted by
Tagged with
0 votes
0 answers
93 views

What are best practices for MLOps?

What are the best practices or design patterns for structuring data science projects and MLOps architecture in small teams? 1. Context and Background: I work in a small data science team (<5). We ...
bayes2021's user avatar
  • 218
0 votes
2 answers
85 views

Data Science Project Data Workflow Structure

I'm in the middle of a project of marketing regarding the sales prediction with promotions. The client has very complex business processes and so the data needs a lot of preprocessing (joins, filters, ...
ru.mp's user avatar
  • 63
0 votes
0 answers
38 views

Best way to store "small" data

I have a small dataset consisting of around 200 measurements of different light sources. The light is measured with a broadband and an IR diode, and the resulting voltage is sampled it with 4 ...
ilja's user avatar
  • 1
3 votes
3 answers
187 views

A good way to organize/store a lot of datasets

In machine translation, we often have bilingual dataset, e.g. for German-English and French-English we will have something that looks like this: ...
alvas's user avatar
  • 2,410