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Outdated structure folder "Code" #8

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FlorianPydde opened this issue Feb 17, 2020 · 0 comments
Open

Outdated structure folder "Code" #8

FlorianPydde opened this issue Feb 17, 2020 · 0 comments

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@FlorianPydde
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Hi all,

The "Code" folder has not been updated based on the TDSP Documentation (https://docs.microsoft.com/en-us/azure/machine-learning/team-data-science-process/overview)
image

My personal suggestion for the structure is as following:

  • DataPrep: rename it to Pipeline. The folder will contain all the scripts DS scripts: data wranling, train test split, preprocessing+feature engineering, modelling and scoring.

  • Model: good. it used to store models locally

  • Operationalization: contains the script to build the infrastructure and also the orchestrator that runs the pipeline

  • Notebooks: missing folder. It's useful to keep traces of notebooks either locally or from remote tools/platforms like Databricks

@FlorianPydde FlorianPydde changed the title Outdated structure folder "Code" [enhancement] Outdated structure folder "Code" Feb 17, 2020
@FlorianPydde FlorianPydde changed the title [enhancement] Outdated structure folder "Code" Outdated structure folder "Code" Feb 17, 2020
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