{
  "id": 206348,
  "title": "Regarding Automated Machine Learning Tools",
  "url": "/competitions/d-tribe-hackathon-2020/discussion/206348",
  "author_name": "",
  "post_date": "2020-12-24T07:19:17.900524700Z",
  "votes": 3,
  "comment_count": 1,
  "views": 0,
  "content": "<p>What do you meant by Automated Machine Learning Tools(AMLT). Is it refering to AutoML?. Does this restrict use of pre-trianed models/ standard models like vgg16, resnet etc. ?Does it mean to code things from scratch or we can use these readily available models and then further optimise classification performance by adding some more components.</p>",
  "messages": [
    {
      "id": "1124747",
      "postDate": "12/24/2020 07:19:17",
      "content": "<p>What do you meant by Automated Machine Learning Tools(AMLT). Is it refering to AutoML?. Does this restrict use of pre-trianed models/ standard models like vgg16, resnet etc. ?Does it mean to code things from scratch or we can use these readily available models and then further optimise classification performance by adding some more components.</p>",
      "rawMarkdown": "What do you meant by Automated Machine Learning Tools(AMLT). Is it refering to AutoML?. Does this restrict use of pre-trianed models/ standard models like vgg16, resnet etc. ?Does it mean to code things from scratch or we can use these readily available models and then further optimise classification performance by adding some more components.",
      "votes": null
    },
    {
      "id": "1124769",
      "postDate": "12/24/2020 07:33:24",
      "content": "<p>You can use the architecture that you have mentioned and can go with transfer learning.<br>\nAMLT is the process that provides automation in the process of applying machine learning to real-world problems. AutoML covers the complete pipeline from the raw dataset to the deployable machine learning model.</p>",
      "rawMarkdown": "You can use the architecture that you have mentioned and can go with transfer learning.\nAMLT is the process that provides automation in the process of applying machine learning to real-world problems. AutoML covers the complete pipeline from the raw dataset to the deployable machine learning model.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1124769,
      "author_name": "galabpokh",
      "author_url": "",
      "post_date": "12/24/2020 07:33:24",
      "content": "<p>You can use the architecture that you have mentioned and can go with transfer learning.<br>\nAMLT is the process that provides automation in the process of applying machine learning to real-world problems. AutoML covers the complete pipeline from the raw dataset to the deployable machine learning model.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1124747": "What do you meant by Automated Machine Learning Tools(AMLT). Is it refering to AutoML?. Does this restrict use of pre-trianed models/ standard models like vgg16, resnet etc. ?Does it mean to code things from scratch or we can use these readily available models and then further optimise classification performance by adding some more components.",
    "1124769": "You can use the architecture that you have mentioned and can go with transfer learning.\nAMLT is the process that provides automation in the process of applying machine learning to real-world problems. AutoML covers the complete pipeline from the raw dataset to the deployable machine learning model."
  },
  "source": "meta"
}