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mabdelfattah/speakol_ml.md

Created October 3, 2019 09:36
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  1. mabdelfattah created this gist Oct 3, 2019.
    52 changes: 52 additions & 0 deletions speakol_ml.md
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    # ML Requirements

    AD Categories

    |ID|Category|
    |--|--------|
    |1|Real Estate|
    |2|Fashion|
    |3|Forex|
    |4|Supplements|

    Content Categories:

    |ID|Category|
    |--|--------|
    |1|Politics|
    |2|Automotive|
    |3|Sport|
    |4|Travel|
    |5|Entertainment (Arts and Music)|

    Events

    |User ID|Event Type|Event Value|
    |-------|----------|-----------|
    | User 1| Content View | 1 |
    | User 1| Content View | 2 |
    | User 1| Ad Click | 1 |
    | User 1| Content View | 1 |
    | User 1| Content View | 4 |
    | User 1| Ad Click | 3 |
    | User 1| Content View | 3 |
    | User 1| Content View | 3 |
    | User 1| Ad Click | 2 |
    | User 1| Content View | 3 |
    | User 1| Content View | 2 |
    | User 1| Ad Click | 3 |
    | User 1| Content View | 2 |
    | User 1| Content View | 1 |
    |---|---|---|
    | User 2| Content View | 3 |
    | User 2| Content View | 2 |
    | User 2| Content View | 2 |
    | User 2| Content View | 2 |

    What recommended content USER 1 should see?\
    What Ads USER 1 should see?\
    What Ads User 2 should see?

    We need to exclude the Ads and Content that users have already read/clicked!

    200,000 Write/Read per minute!