Best Practices Demo (PyData).

[maxmynter]

Timed Presentation of the demo took me ~ 10 mins.

Best Practices Covered:

• Define a data repository
• Follow a branching strategy that ensures data integrity on the main branch, e.g. by running tests on feature branch datasets.
• Utilize reusable and tested functions for data transformation.
• Use commits to save checkpoints and merge branches for atomic changes.
• Keep naming (of branches and commits) consistent, concise, and unique.
• Use descriptive naming where it matters .

Question to Reviewer:

• Is the Best Practices Demo for PyData only, or should it be integrated into the Docs? If so, there is considerable overlap with the current DS project demo. Do we replace that one? The Best practices demo has considerably less info on steup.

[maxmynter]

Done.

Currently working on merging the updated main and migrating away from the client_helpers.

[codecov[bot]]

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Comparison is base (9c936ca) 94.07% compared to head (232ba6c) 94.07%. Report is 2 commits behind head on main.

Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #232 +/- ## ======================================= Coverage 94.07% 94.07% ======================================= Files 5 5 Lines 405 405 Branches 70 70 ======================================= Hits 381 381 Misses 15 15 Partials 9 9 ```

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[maxmynter]

Closing in favour of having this in a dedicated Repository.