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Connect for Data Science Project Management #datahive

 

@OndrejCsummarizes connect as "a state-of-the-art Data Catalog with a social twist".  

I define it in a broader fashion as data analytics social network, a collective intelligence or #datahive...

I would propose adding Analytics projects and related documents and the relevant relationship data;

  • Project charter,
  • Solution approach document,
  • Data dictionary,
  • Project timeline (a gantt chart etc.)
  • Roles & responsibilities

 into the picture so that any team can track their Data Science project progress there...

 

 Here is a nice process flow view of a DS process

docs.microsoft.com/en-us/azure/machine-learning/team-data-science-process/overview

 

MSTDSPtasks.png

 

 A Microsoft Project view of the Analytics projects at hand...

 

ms-project-templates

 

 

 

 

3 Comments
SeanAdams
17 - Castor
17 - Castor

There is a lot of merit in what you're suggesting @Atabarezz - I may not have started with the charter & project schedule - but between Connect & Promote there's a need to be able to make development of assets into a team sport.

 

  • I agree on the idea of adding core documents to the project
  • Would also be good to have a proper check-in/check out type control so that multiple developers can work on the same projet

 

Microsoft does this well for developers in visual studio - and many different Data Science tools are starting to look at how to make the DS Project flow into more of a collaborative team event rather than just a single person task 

 

Atabarezz
13 - Pulsar

Thanks Sean for great feedback. Looking forward for friends to upvote...

VojtechT
Alteryx
Alteryx
Status changed to: Accepted