{
  "id": 29354,
  "title": "how to deploy in production?",
  "url": "/competitions/outbrain-click-prediction/discussion/29354",
  "author_name": "Jingangjing",
  "post_date": "2017-02-27T20:55:45.481000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<p>I want to know how to continuously and effectively update the prediction in production? I guess top winners solutions all went through lengthy steps of model building. It is impossible to do so in production environment for doing prediction update. </p>",
  "messages": [
    {
      "id": 164142,
      "postDate": "2017-02-27T20:55:45.483Z",
      "content": "<p>I want to know how to continuously and effectively update the prediction in production? I guess top winners solutions all went through lengthy steps of model building. It is impossible to do so in production environment for doing prediction update. </p>",
      "rawMarkdown": "I want to know how to continuously and effectively update the prediction in production? I guess top winners solutions all went through lengthy steps of model building. It is impossible to do so in production environment for doing prediction update. ",
      "votes": 2
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "164142": "I want to know how to continuously and effectively update the prediction in production? I guess top winners solutions all went through lengthy steps of model building. It is impossible to do so in production environment for doing prediction update. "
  }
}