Hello everyone,
\n\nThis competition has been the opportunity for me to strengthen my skills in NLP as well as to deepen my understanding of the field. After many hours of studying, I've found myself frustrated because of how dense and wide the subject was. So I decided that I would create a sort of mind map \"cheatsheet\" where you can find the recent advancements in the field organized chronologically.
\n\nI forced myself to make it such that we understand why one algorithm was invented, what are its advantages and flaws and what are the key ideas and challenges that have been making and breaking NLP for the last few years.
\n\nDon't hesitate to comment, share ideas with me on how I can improve this cheatsheet. I plan on adding questions to test our understanding of concepts and algorithms.
\n\n", "messages": [ { "id": 836191, "postDate": "2020-05-06T19:53:33.357Z", "content": "Hello everyone,
\n\nThis competition has been the opportunity for me to strengthen my skills in NLP as well as to deepen my understanding of the field. After many hours of studying, I've found myself frustrated because of how dense and wide the subject was. So I decided that I would create a sort of mind map \"cheatsheet\" where you can find the recent advancements in the field organized chronologically.
\n\nI forced myself to make it such that we understand why one algorithm was invented, what are its advantages and flaws and what are the key ideas and challenges that have been making and breaking NLP for the last few years.
\n\nDon't hesitate to comment, share ideas with me on how I can improve this cheatsheet. I plan on adding questions to test our understanding of concepts and algorithms.
\n\n", "rawMarkdown": "Hello everyone, \n\nThis competition has been the opportunity for me to strengthen my skills in NLP as well as to deepen my understanding of the field. After many hours of studying, I've found myself frustrated because of how dense and wide the subject was. So I decided that I would create a sort of mind map \"cheatsheet\" where you can find the recent advancements in the field organized chronologically. \n\nI forced myself to make it such that we understand why one algorithm was invented, what are its advantages and flaws and what are the key ideas and challenges that have been making and breaking NLP for the last few years. \n\nDon't hesitate to comment, share ideas with me on how I can improve this cheatsheet. I plan on adding questions to test our understanding of concepts and algorithms.\n\n[If you want to have a look](https://www.kaggle.com/rftexas/ml-cheatsheet-a-mind-map-for-nlp)", "votes": 6 }, { "id": 836299, "postDate": "2020-05-06T21:46:48.847Z", "content": "Hi, thanks for sharing the tips, they are quite useful. \nIf you could try to involve an additional section of Applications as well? \nThanks .
", "rawMarkdown": "Hi, thanks for sharing the tips, they are quite useful. \nIf you could try to involve an additional section of Applications as well? \nThanks .", "replies": [ { "id": 836843, "postDate": "2020-05-07T09:46:46.647Z", "content": "The first section is called Tasks. What do you have in mind precisely for \"applications\"? You mean in real life?
", "rawMarkdown": "The first section is called Tasks. What do you have in mind precisely for \"applications\"? You mean in real life?", "votes": 1 }, { "id": 836896, "postDate": "2020-05-07T10:48:18.387Z", "content": "Yes, something on those lines. \nWould be pretty useful for beginners.
", "rawMarkdown": "Yes, something on those lines. \nWould be pretty useful for beginners." } ] }, { "id": 836196, "postDate": "2020-05-06T19:58:02.353Z", "rawMarkdown": "", "votes": 1, "isDeleted": true } ], "comments": [ { "id": 836299, "author_name": "Darshan Gandhi", "author_url": "", "post_date": "2020-05-06T21:46:48.847000", "content": "Hi, thanks for sharing the tips, they are quite useful. \nIf you could try to involve an additional section of Applications as well? \nThanks .
", "votes": 0, "replies": [ { "id": 836843, "author_name": "PAB97", "author_url": "", "post_date": "2020-05-07T09:46:46.647000", "content": "The first section is called Tasks. What do you have in mind precisely for \"applications\"? You mean in real life?
", "votes": 1, "replies": [] }, { "id": 836896, "author_name": "Darshan Gandhi", "author_url": "", "post_date": "2020-05-07T10:48:18.387000", "content": "Yes, something on those lines. \nWould be pretty useful for beginners.
", "votes": 0, "replies": [] } ] }, { "id": 836196, "author_name": "", "author_url": "", "post_date": "2020-05-06T19:58:02.353000", "content": "", "votes": 1, "replies": [] } ], "raw_markdown_by_id": { "836191": "Hello everyone, \n\nThis competition has been the opportunity for me to strengthen my skills in NLP as well as to deepen my understanding of the field. After many hours of studying, I've found myself frustrated because of how dense and wide the subject was. So I decided that I would create a sort of mind map \"cheatsheet\" where you can find the recent advancements in the field organized chronologically. \n\nI forced myself to make it such that we understand why one algorithm was invented, what are its advantages and flaws and what are the key ideas and challenges that have been making and breaking NLP for the last few years. \n\nDon't hesitate to comment, share ideas with me on how I can improve this cheatsheet. I plan on adding questions to test our understanding of concepts and algorithms.\n\n[If you want to have a look](https://www.kaggle.com/rftexas/ml-cheatsheet-a-mind-map-for-nlp)", "836299": "Hi, thanks for sharing the tips, they are quite useful. \nIf you could try to involve an additional section of Applications as well? \nThanks .", "836196": "" } }