{
  "id": 243274,
  "title": "BERT for Beginners",
  "url": "/competitions/coleridgeinitiative-show-us-the-data/discussion/243274",
  "author_name": "",
  "post_date": "2021-06-01T21:08:33.362664100Z",
  "votes": 9,
  "comment_count": 19,
  "views": 0,
  "content": "<p>Hi guys,<br>\nI want to share with you Jay Alammar's article which I believe is the best resource for learning and understanding how you can use BERT, and also the concepts involved in the model itself.</p>\n<p>Link: <a href=\"https://jalammar.github.io/illustrated-bert/\" target=\"_blank\">https://jalammar.github.io/illustrated-bert/</a></p>",
  "messages": [
    {
      "id": "1332015",
      "postDate": "06/01/2021 21:08:33",
      "content": "<p>Hi guys,<br>\nI want to share with you Jay Alammar's article which I believe is the best resource for learning and understanding how you can use BERT, and also the concepts involved in the model itself.</p>\n<p>Link: <a href=\"https://jalammar.github.io/illustrated-bert/\" target=\"_blank\">https://jalammar.github.io/illustrated-bert/</a></p>",
      "rawMarkdown": "Hi guys,\nI want to share with you Jay Alammar's article which I believe is the best resource for learning and understanding how you can use BERT, and also the concepts involved in the model itself.\n\nLink: https://jalammar.github.io/illustrated-bert/",
      "votes": null
    },
    {
      "id": "1332932",
      "postDate": "06/02/2021 11:40:39",
      "content": "<p>Thanks for sharing resourceful things</p>",
      "rawMarkdown": "Thanks for sharing resourceful things",
      "votes": null
    },
    {
      "id": "1332944",
      "postDate": "06/02/2021 11:51:02",
      "content": "<p>You're welcome <a href=\"https://www.kaggle.com/aditeloo\" target=\"_blank\">@aditeloo</a> </p>",
      "rawMarkdown": "You're welcome @aditeloo",
      "votes": null
    },
    {
      "id": "1333879",
      "postDate": "06/03/2021 05:47:55",
      "content": "<p>Thank you! Very insightful.</p>",
      "rawMarkdown": "Thank you! Very insightful.",
      "votes": null
    },
    {
      "id": "1334000",
      "postDate": "06/03/2021 07:49:41",
      "content": "<p>I'm happy that you like it <a href=\"https://www.kaggle.com/janardhanm\" target=\"_blank\">@janardhanm</a> </p>",
      "rawMarkdown": "I'm happy that you like it @janardhanm",
      "votes": null
    },
    {
      "id": "1334102",
      "postDate": "06/03/2021 09:27:30",
      "content": "<p>hey <a href=\"https://www.kaggle.com/abderrahimalakouche\" target=\"_blank\">@abderrahimalakouche</a><br>\nuseful. thank for sharing!</p>",
      "rawMarkdown": "hey @abderrahimalakouche\nuseful. thank for sharing!",
      "votes": null
    },
    {
      "id": "1334442",
      "postDate": "06/03/2021 13:54:07",
      "content": "<p>You're welcome <a href=\"https://www.kaggle.com/saipavansaketh\" target=\"_blank\">@saipavansaketh</a> </p>",
      "rawMarkdown": "You're welcome @saipavansaketh",
      "votes": null
    },
    {
      "id": "1334474",
      "postDate": "06/03/2021 14:27:08",
      "content": "<p><a href=\"https://www.kaggle.com/abderrahimalakouche\" target=\"_blank\">@abderrahimalakouche</a> This is super helpful. Thanks for sharing !</p>",
      "rawMarkdown": "abderrahimalakouche This is super helpful. Thanks for sharing !",
      "votes": null
    },
    {
      "id": "1334876",
      "postDate": "06/03/2021 20:44:03",
      "content": "<p><a href=\"https://www.kaggle.com/kartikbhargav\" target=\"_blank\">@kartikbhargav</a>  I'm glad you enjoyed reading this blog post. Perhaps you would like to visit Jay Almmar's <a href=\"https://www.youtube.com/channel/UCmOwsoHty5PrmE-3QhUBfPQ\" target=\"_blank\">YouTube channel</a>. He explained great things there as well.</p>",
      "rawMarkdown": "kartikbhargav  I'm glad you enjoyed reading this blog post. Perhaps you would like to visit Jay Almmar's [YouTube channel](https://www.youtube.com/channel/UCmOwsoHty5PrmE-3QhUBfPQ). He explained great things there as well.",
      "votes": null
    },
    {
      "id": "1335533",
      "postDate": "06/04/2021 09:16:07",
      "content": "<p><a href=\"https://www.kaggle.com/abderrahimalakouche\" target=\"_blank\">@abderrahimalakouche</a> I had no idea BERT came from Sesame Street Muppets haha. Thanks for sharing! Upvoted👍</p>",
      "rawMarkdown": "abderrahimalakouche I had no idea BERT came from Sesame Street Muppets haha. Thanks for sharing! Upvoted👍",
      "votes": null
    },
    {
      "id": "1335563",
      "postDate": "06/04/2021 09:30:20",
      "content": "<p><img src=\"https://pbs.twimg.com/profile_images/1092453930401968129/xn0CkJT6.jpg\" alt=\"\"><br>\nhaha you're welcome <a href=\"https://www.kaggle.com/yohmori02\" target=\"_blank\">@yohmori02</a> </p>",
      "rawMarkdown": "![](https://pbs.twimg.com/profile_images/1092453930401968129/xn0CkJT6.jpg)\nhaha you're welcome @yohmori02",
      "votes": null
    },
    {
      "id": "1336813",
      "postDate": "06/05/2021 08:19:32",
      "content": "<p>Very useful information, thanks for sharing👍.</p>",
      "rawMarkdown": "Very useful information, thanks for sharing👍.",
      "votes": null
    },
    {
      "id": "1337060",
      "postDate": "06/05/2021 11:45:24",
      "content": "<p>Great Share</p>",
      "rawMarkdown": "Great Share",
      "votes": null
    },
    {
      "id": "1337190",
      "postDate": "06/05/2021 13:20:29",
      "content": "<p>you're welcome <a href=\"https://www.kaggle.com/yashdixit24\" target=\"_blank\">@yashdixit24</a> </p>",
      "rawMarkdown": "you're welcome @yashdixit24",
      "votes": null
    },
    {
      "id": "1337927",
      "postDate": "06/06/2021 03:25:42",
      "content": "<p>Thanks for sharing. I have a question on using BERT <a href=\"https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/244294\" target=\"_blank\">here</a>. Can you please check?</p>",
      "rawMarkdown": "Thanks for sharing. I have a question on using BERT [here](https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/244294). Can you please check?",
      "votes": null
    },
    {
      "id": "1337978",
      "postDate": "06/06/2021 04:45:41",
      "content": "<p>im begginer. thank your infomation</p>",
      "rawMarkdown": "im begginer. thank your infomation",
      "votes": null
    },
    {
      "id": "1343343",
      "postDate": "06/10/2021 07:01:02",
      "content": "<p>here is a notebook I wrote which then talks about loading and fine-tuning BERT for text classification.<br>\nIt can be modified for other downstream tasks as well<br>\n<a href=\"https://www.kaggle.com/au1206/fine-tuning-bert-text-classification\" target=\"_blank\">https://www.kaggle.com/au1206/fine-tuning-bert-text-classification</a></p>",
      "rawMarkdown": "here is a notebook I wrote which then talks about loading and fine-tuning BERT for text classification.\nIt can be modified for other downstream tasks as well\nhttps://www.kaggle.com/au1206/fine-tuning-bert-text-classification",
      "votes": null
    },
    {
      "id": "1345475",
      "postDate": "06/11/2021 15:57:30",
      "content": "<p>Thanks for the resource</p>",
      "rawMarkdown": "Thanks for the resource",
      "votes": null
    },
    {
      "id": "1345586",
      "postDate": "06/11/2021 17:18:42",
      "content": "<p><a href=\"https://www.kaggle.com/abderrahimalakouche\" target=\"_blank\">@abderrahimalakouche</a> Thanks for the recommendation. I will visit the channel. </p>",
      "rawMarkdown": "abderrahimalakouche Thanks for the recommendation. I will visit the channel.",
      "votes": null
    },
    {
      "id": "1345861",
      "postDate": "06/11/2021 22:30:43",
      "content": "<p>its useful and its good,</p>",
      "rawMarkdown": "its useful and its good,",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1332932,
      "author_name": "aditeloo",
      "author_url": "",
      "post_date": "06/02/2021 11:40:39",
      "content": "<p>Thanks for sharing resourceful things</p>",
      "votes": null,
      "replies": [
        {
          "id": 1332944,
          "author_name": "abderrahimalakouche",
          "author_url": "",
          "post_date": "06/02/2021 11:51:02",
          "content": "<p>You're welcome <a href=\"https://www.kaggle.com/aditeloo\" target=\"_blank\">@aditeloo</a> </p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1333879,
      "author_name": "janardhanm",
      "author_url": "",
      "post_date": "06/03/2021 05:47:55",
      "content": "<p>Thank you! Very insightful.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1334000,
          "author_name": "abderrahimalakouche",
          "author_url": "",
          "post_date": "06/03/2021 07:49:41",
          "content": "<p>I'm happy that you like it <a href=\"https://www.kaggle.com/janardhanm\" target=\"_blank\">@janardhanm</a> </p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1334102,
      "author_name": "saipavansaketh",
      "author_url": "",
      "post_date": "06/03/2021 09:27:30",
      "content": "<p>hey <a href=\"https://www.kaggle.com/abderrahimalakouche\" target=\"_blank\">@abderrahimalakouche</a><br>\nuseful. thank for sharing!</p>",
      "votes": null,
      "replies": [
        {
          "id": 1334442,
          "author_name": "abderrahimalakouche",
          "author_url": "",
          "post_date": "06/03/2021 13:54:07",
          "content": "<p>You're welcome <a href=\"https://www.kaggle.com/saipavansaketh\" target=\"_blank\">@saipavansaketh</a> </p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1334474,
      "author_name": "kartikbhargav",
      "author_url": "",
      "post_date": "06/03/2021 14:27:08",
      "content": "<p><a href=\"https://www.kaggle.com/abderrahimalakouche\" target=\"_blank\">@abderrahimalakouche</a> This is super helpful. Thanks for sharing !</p>",
      "votes": null,
      "replies": [
        {
          "id": 1334876,
          "author_name": "abderrahimalakouche",
          "author_url": "",
          "post_date": "06/03/2021 20:44:03",
          "content": "<p><a href=\"https://www.kaggle.com/kartikbhargav\" target=\"_blank\">@kartikbhargav</a>  I'm glad you enjoyed reading this blog post. Perhaps you would like to visit Jay Almmar's <a href=\"https://www.youtube.com/channel/UCmOwsoHty5PrmE-3QhUBfPQ\" target=\"_blank\">YouTube channel</a>. He explained great things there as well.</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 1345586,
          "author_name": "kartikbhargav",
          "author_url": "",
          "post_date": "06/11/2021 17:18:42",
          "content": "<p><a href=\"https://www.kaggle.com/abderrahimalakouche\" target=\"_blank\">@abderrahimalakouche</a> Thanks for the recommendation. I will visit the channel. </p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1335533,
      "author_name": "yohmori02",
      "author_url": "",
      "post_date": "06/04/2021 09:16:07",
      "content": "<p><a href=\"https://www.kaggle.com/abderrahimalakouche\" target=\"_blank\">@abderrahimalakouche</a> I had no idea BERT came from Sesame Street Muppets haha. Thanks for sharing! Upvoted👍</p>",
      "votes": null,
      "replies": [
        {
          "id": 1335563,
          "author_name": "abderrahimalakouche",
          "author_url": "",
          "post_date": "06/04/2021 09:30:20",
          "content": "<p><img src=\"https://pbs.twimg.com/profile_images/1092453930401968129/xn0CkJT6.jpg\" alt=\"\"><br>\nhaha you're welcome <a href=\"https://www.kaggle.com/yohmori02\" target=\"_blank\">@yohmori02</a> </p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1336813,
      "author_name": "yashdixit24",
      "author_url": "",
      "post_date": "06/05/2021 08:19:32",
      "content": "<p>Very useful information, thanks for sharing👍.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1337190,
          "author_name": "abderrahimalakouche",
          "author_url": "",
          "post_date": "06/05/2021 13:20:29",
          "content": "<p>you're welcome <a href=\"https://www.kaggle.com/yashdixit24\" target=\"_blank\">@yashdixit24</a> </p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1337060,
      "author_name": "amlansamanta1",
      "author_url": "",
      "post_date": "06/05/2021 11:45:24",
      "content": "<p>Great Share</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1337927,
      "author_name": "jkreddy",
      "author_url": "",
      "post_date": "06/06/2021 03:25:42",
      "content": "<p>Thanks for sharing. I have a question on using BERT <a href=\"https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/244294\" target=\"_blank\">here</a>. Can you please check?</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1337978,
      "author_name": "tensorchoko",
      "author_url": "",
      "post_date": "06/06/2021 04:45:41",
      "content": "<p>im begginer. thank your infomation</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1343343,
      "author_name": "au1206",
      "author_url": "",
      "post_date": "06/10/2021 07:01:02",
      "content": "<p>here is a notebook I wrote which then talks about loading and fine-tuning BERT for text classification.<br>\nIt can be modified for other downstream tasks as well<br>\n<a href=\"https://www.kaggle.com/au1206/fine-tuning-bert-text-classification\" target=\"_blank\">https://www.kaggle.com/au1206/fine-tuning-bert-text-classification</a></p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1345475,
      "author_name": "eniantrum",
      "author_url": "",
      "post_date": "06/11/2021 15:57:30",
      "content": "<p>Thanks for the resource</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1345861,
      "author_name": "mrparamatma",
      "author_url": "",
      "post_date": "06/11/2021 22:30:43",
      "content": "<p>its useful and its good,</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1332015": "Hi guys,\nI want to share with you Jay Alammar's article which I believe is the best resource for learning and understanding how you can use BERT, and also the concepts involved in the model itself.\n\nLink: https://jalammar.github.io/illustrated-bert/",
    "1332932": "Thanks for sharing resourceful things",
    "1332944": "You're welcome @aditeloo",
    "1333879": "Thank you! Very insightful.",
    "1334000": "I'm happy that you like it @janardhanm",
    "1334102": "hey @abderrahimalakouche\nuseful. thank for sharing!",
    "1334442": "You're welcome @saipavansaketh",
    "1334474": "abderrahimalakouche This is super helpful. Thanks for sharing !",
    "1334876": "kartikbhargav  I'm glad you enjoyed reading this blog post. Perhaps you would like to visit Jay Almmar's [YouTube channel](https://www.youtube.com/channel/UCmOwsoHty5PrmE-3QhUBfPQ). He explained great things there as well.",
    "1335533": "abderrahimalakouche I had no idea BERT came from Sesame Street Muppets haha. Thanks for sharing! Upvoted👍",
    "1335563": "![](https://pbs.twimg.com/profile_images/1092453930401968129/xn0CkJT6.jpg)\nhaha you're welcome @yohmori02",
    "1336813": "Very useful information, thanks for sharing👍.",
    "1337060": "Great Share",
    "1337190": "you're welcome @yashdixit24",
    "1337927": "Thanks for sharing. I have a question on using BERT [here](https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/244294). Can you please check?",
    "1337978": "im begginer. thank your infomation",
    "1343343": "here is a notebook I wrote which then talks about loading and fine-tuning BERT for text classification.\nIt can be modified for other downstream tasks as well\nhttps://www.kaggle.com/au1206/fine-tuning-bert-text-classification",
    "1345475": "Thanks for the resource",
    "1345586": "abderrahimalakouche Thanks for the recommendation. I will visit the channel.",
    "1345861": "its useful and its good,"
  },
  "source": "meta"
}