{
  "id": 353062,
  "title": "New to Kaggle competitions and need help getting started",
  "url": "/competitions/rsna-2022-cervical-spine-fracture-detection/discussion/353062",
  "author_name": "Amish",
  "post_date": "2022-09-16T17:49:49.607000",
  "votes": 2,
  "comment_count": 4,
  "views": 0,
  "content": "<p>Hello,<br>\nI am trying to understand if there is a way I can start programming in a notebook on kaggle and access the datasets on the website. Or do I have to download the datasets onto my machine and work on there? My laptop won't be able to download all of the data so is there another way I can access it?</p>\n<p>Thank you for any help you can provide!</p>",
  "messages": [
    {
      "id": 1942660,
      "postDate": "2022-09-16T20:26:38.677Z",
      "content": "<p>Hello <a href=\"https://www.kaggle.com/amishmishra\" target=\"_blank\">@amishmishra</a>, have you completed any of the Courses in the Learn section? They have excellent explanations and will clarify your question</p>",
      "rawMarkdown": "Hello @amishmishra, have you completed any of the Courses in the Learn section? They have excellent explanations and will clarify your question",
      "votes": 1
    },
    {
      "id": 1942510,
      "postDate": "2022-09-16T17:49:49.607Z",
      "content": "<p>Hello,<br>\nI am trying to understand if there is a way I can start programming in a notebook on kaggle and access the datasets on the website. Or do I have to download the datasets onto my machine and work on there? My laptop won't be able to download all of the data so is there another way I can access it?</p>\n<p>Thank you for any help you can provide!</p>",
      "rawMarkdown": "Hello,\nI am trying to understand if there is a way I can start programming in a notebook on kaggle and access the datasets on the website. Or do I have to download the datasets onto my machine and work on there? My laptop won't be able to download all of the data so is there another way I can access it?\n\nThank you for any help you can provide!",
      "votes": 2
    },
    {
      "id": 1973792,
      "postDate": "2022-10-05T20:54:16.793Z",
      "content": "<p>Hi, thank you for your help! I checked out the Kaggle courses more carefully and was able to load in the data.</p>",
      "rawMarkdown": "Hi, thank you for your help! I checked out the Kaggle courses more carefully and was able to load in the data."
    },
    {
      "id": 1947827,
      "postDate": "2022-09-20T16:57:24.110Z",
      "content": "<p>You can work on the Kaggle notebook itself. You can access GPU and TPU if you want . It's huge data to download and not worth it.<br>\nyou can  train your model by making batches of 50k(roughly  takes 1hr on GPU with 15 epochs😏) or 100k  (there are roughly <strong>7 hundred k images</strong> to get trained)<br>\nSaving every batch model and then you can start training the next batch with the same saved model.</p>\n<p>Hope it's clear.😊</p>",
      "rawMarkdown": "You can work on the Kaggle notebook itself. You can access GPU and TPU if you want . It's huge data to download and not worth it.\nyou can  train your model by making batches of 50k(roughly  takes 1hr on GPU with 15 epochs😏) or 100k  (there are roughly **7 hundred k images** to get trained)\nSaving every batch model and then you can start training the next batch with the same saved model.\n\n\nHope it's clear.😊\n "
    },
    {
      "id": 1943286,
      "postDate": "2022-09-17T12:36:20.220Z",
      "content": "<p>You can do either/ link Kaggle datasets with colab too. I think you can take up the Kaggle courses to learn more on effective Kaggle usage.</p>",
      "rawMarkdown": "You can do either/ link Kaggle datasets with colab too. I think you can take up the Kaggle courses to learn more on effective Kaggle usage."
    }
  ],
  "comments": [
    {
      "id": 1942660,
      "author_name": "C4rl05/V",
      "author_url": "",
      "post_date": "2022-09-16T20:26:38.677000",
      "content": "<p>Hello <a href=\"https://www.kaggle.com/amishmishra\" target=\"_blank\">@amishmishra</a>, have you completed any of the Courses in the Learn section? They have excellent explanations and will clarify your question</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1973792,
      "author_name": "Amish",
      "author_url": "",
      "post_date": "2022-10-05T20:54:16.793000",
      "content": "<p>Hi, thank you for your help! I checked out the Kaggle courses more carefully and was able to load in the data.</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1947827,
      "author_name": "Raj Kulkarni",
      "author_url": "",
      "post_date": "2022-09-20T16:57:24.110000",
      "content": "<p>You can work on the Kaggle notebook itself. You can access GPU and TPU if you want . It's huge data to download and not worth it.<br>\nyou can  train your model by making batches of 50k(roughly  takes 1hr on GPU with 15 epochs😏) or 100k  (there are roughly <strong>7 hundred k images</strong> to get trained)<br>\nSaving every batch model and then you can start training the next batch with the same saved model.</p>\n<p>Hope it's clear.😊</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1943286,
      "author_name": "Ravi Ramakrishnan",
      "author_url": "",
      "post_date": "2022-09-17T12:36:20.220000",
      "content": "<p>You can do either/ link Kaggle datasets with colab too. I think you can take up the Kaggle courses to learn more on effective Kaggle usage.</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1942660": "Hello @amishmishra, have you completed any of the Courses in the Learn section? They have excellent explanations and will clarify your question",
    "1942510": "Hello,\nI am trying to understand if there is a way I can start programming in a notebook on kaggle and access the datasets on the website. Or do I have to download the datasets onto my machine and work on there? My laptop won't be able to download all of the data so is there another way I can access it?\n\nThank you for any help you can provide!",
    "1973792": "Hi, thank you for your help! I checked out the Kaggle courses more carefully and was able to load in the data.",
    "1947827": "You can work on the Kaggle notebook itself. You can access GPU and TPU if you want . It's huge data to download and not worth it.\nyou can  train your model by making batches of 50k(roughly  takes 1hr on GPU with 15 epochs😏) or 100k  (there are roughly **7 hundred k images** to get trained)\nSaving every batch model and then you can start training the next batch with the same saved model.\n\n\nHope it's clear.😊\n ",
    "1943286": "You can do either/ link Kaggle datasets with colab too. I think you can take up the Kaggle courses to learn more on effective Kaggle usage."
  }
}