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Create models for wider range of manufacturers #3

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chauhankaranraj opened this issue Aug 20, 2021 · 0 comments
Open
2 tasks

Create models for wider range of manufacturers #3

chauhankaranraj opened this issue Aug 20, 2021 · 0 comments

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@chauhankaranraj
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Currently, we only have trained models for Seagate and HGST hard disks, because most of the data available at the time in the Backblaze dataset was from disks from these manufacturers.

As a data scientist,
I want to investigate whether the latest backbalze data contains sufficient data from other manufacturers,
So that I can train models for a wider range of manufacturers,
So that this work is useful for a wider range of audience.

Acceptance Criteria

  • Exploratory notebook to investigate data distribution
  • Models for manufacturers that haven't been included already
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