ProdREQ - Processes data to show 1-2 day predictions at XY accuracy

[dniklaus]

Issue by NiaX84 Thu Jul 26 05:15:09 2018 Originally opened as https://github.com/ERNICommunity/dust-measurement-network/issues/4

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ID: ProdREQ-03

Break down

1. Implements a ML model for prediction (Azure)
2. accuracy > 55%
3. Store predictions in DB

Notes need: ML techniques MC techniques

Actions

• [x] @NiaX84 prepare a MC that injects into real time series
• [x] @mareklinka Azure machine learning - try to prepare in advance
• [x] @mareklinka Azure ML did not pan out, replace with custom solution

To be done before or during the event

• [x] before
• [x] during

[dniklaus]

Comment by mareklinka Fri Aug 31 20:40:40 2018

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As I mentioned in #33 and #34, we are basically finished with the initial model. The last step is to deploy the docker image. I will talk to the ops guys on Monday but I don't see this as too complicated. I'm confident we will have this running early next week.

[dniklaus]

Comment by NiaX84 Mon Sep 3 05:51:05 2018

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@mareklinka Great :)