New to machine learning and data science? No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with!
\n\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!
\n\nNew to Kaggle? Take a look at a few videos that Dr. Rachael Tatman has put together to learn a bit more about site etiquette, Kaggle lingo, and how to enter a competition using Kaggle Notebooks.
\n\nRemember: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our Kaggle community guidelines.
", "messages": [ { "id": 823622, "postDate": "2020-04-27T19:07:14.503Z", "content": "New to machine learning and data science? No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with!
\n\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!
\n\nNew to Kaggle? Take a look at a few videos that Dr. Rachael Tatman has put together to learn a bit more about site etiquette, Kaggle lingo, and how to enter a competition using Kaggle Notebooks.
\n\nRemember: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our Kaggle community guidelines.
", "rawMarkdown": "New to machine learning and data science? No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with! \n\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!\n\nNew to Kaggle? Take a look at a few videos that Dr. Rachael Tatman has put together to learn a bit more about [site etiquette](https://www.youtube.com/watch?v=aIus8si_Et0), [Kaggle lingo](https://www.youtube.com/watch?v=sEJHyuWKd-s), and [how to enter a competition using Kaggle Notebooks](https://www.youtube.com/watch?&v=GJBOMWpLpTQ).\n\n**Remember**: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our [Kaggle community guidelines](https://www.kaggle.com/community-guidelines).\n", "votes": 8 }, { "id": 876007, "postDate": "2020-06-06T11:04:35.153Z", "content": "Hi,\nCan anyone let me know how to work with such large datasets(30 GB)? Should I download it all on my laptop, or is there any other efficient way(free and paid) that you all are using? Please answer in detail. Also if you could let me know how and when to use Kaggle GPUs and TPUs.
", "rawMarkdown": "Hi,\nCan anyone let me know how to work with such large datasets(30 GB)? Should I download it all on my laptop, or is there any other efficient way(free and paid) that you all are using? Please answer in detail. Also if you could let me know how and when to use Kaggle GPUs and TPUs.", "votes": 3, "replies": [ { "id": 876905, "postDate": "2020-06-07T06:32:05.940Z", "content": "Such a good community @addisonhoward where someone downvotes a query posted by a beginner instead of replying. Great!
", "rawMarkdown": "Such a good community @addisonhoward where someone downvotes a query posted by a beginner instead of replying. Great!", "votes": 2 }, { "id": 916429, "postDate": "2020-07-05T16:32:57.623Z", "content": "Hi @ishandutta \nYou may use the data and work on colab. GPU speed is lower but it does not have the limitation of 30 hours/week.
\n\nHere is a notebook to load Kaggle Dataset in Google Colab : LINK\nHope this helps!
", "rawMarkdown": "Hi @ishandutta \nYou may use the data and work on colab. GPU speed is lower but it does not have the limitation of 30 hours/week.\n\n[Here is a notebook to load Kaggle Dataset in Google Colab : LINK](https://www.kaggle.com/vijayabhaskar96/google-colab-helper-notebook)\nHope this helps!", "votes": 1 } ] }, { "id": 943601, "postDate": "2020-07-24T13:12:19.030Z", "content": "HI friends! I am looking for connections with a good team.
", "rawMarkdown": "HI friends! I am looking for connections with a good team.", "votes": 1 }, { "id": 939026, "postDate": "2020-07-22T01:30:44.650Z", "content": "Hi guys, I'm new to machine learning so looking for a teammate/mentor to help me follow up with the competition. Thank you!
", "rawMarkdown": "Hi guys, I'm new to machine learning so looking for a teammate/mentor to help me follow up with the competition. Thank you!", "votes": 1 }, { "id": 936950, "postDate": "2020-07-20T16:12:18.590Z", "content": "I want to ask the gold medal gods what model, kneel down！👍
", "rawMarkdown": "I want to ask the gold medal gods what model, kneel down！👍", "votes": 1 }, { "id": 929801, "postDate": "2020-07-15T00:57:18.313Z", "content": "Hi...
\n\nAnyone needs powerful GPUs?\nI got some invite code for free GPU computing.
", "rawMarkdown": "Hi...\n\nAnyone needs powerful GPUs?\nI got some invite code for free GPU computing.", "votes": 1 }, { "id": 919630, "postDate": "2020-07-08T02:53:07.967Z", "content": "Deep Learning with PyTorch provides a detailed, hands-on introduction to building and training neural networks with PyTorch, a popular open source machine learning framework. This full book includes:\nhttps://pytorch.org/deep-learning-with-pytorch
\n\nIntroduction to deep learning and the PyTorch library\nPre-trained networks\nTensors\nThe mechanics of learning\nUsing a neural network to fit data\nUsing convolutions to generalize\nReal-world examples: Building a neural network designed for cancer detection\nDeploying to production
\n\nGet a free copy for a limited time.
", "rawMarkdown": "Deep Learning with PyTorch provides a detailed, hands-on introduction to building and training neural networks with PyTorch, a popular open source machine learning framework. This full book includes:\nhttps://pytorch.org/deep-learning-with-pytorch\n\nIntroduction to deep learning and the PyTorch library\nPre-trained networks\nTensors\nThe mechanics of learning\nUsing a neural network to fit data\nUsing convolutions to generalize\nReal-world examples: Building a neural network designed for cancer detection\nDeploying to production\n\nGet a free copy for a limited time.", "votes": 1 }, { "id": 911112, "postDate": "2020-07-01T15:15:43.127Z", "content": "hi, i read the evaluation part and i don't what should the submission file contain, it say we must provide \"a score that indicates how likely this image contains hidden data\" so does that mean probability of the image containing hidden data ? in that case the giving format in the documentation contains values bigger than 1 and negative value, i am a bit confused :/ , any help ?
", "rawMarkdown": "hi, i read the evaluation part and i don't what should the submission file contain, it say we must provide \"a score that indicates how likely this image contains hidden data\" so does that mean probability of the image containing hidden data ? in that case the giving format in the documentation contains values bigger than 1 and negative value, i am a bit confused :/ , any help ?", "votes": 1 }, { "id": 910806, "postDate": "2020-07-01T11:38:18.537Z", "content": "Hello!
", "rawMarkdown": "Hello!", "votes": 1, "replies": [ { "id": 910834, "postDate": "2020-07-01T11:51:42.050Z", "content": "hey!!!
", "rawMarkdown": "hey!!!\n", "votes": 1 } ] }, { "id": 894759, "postDate": "2020-06-20T18:24:30.040Z", "content": "Hi!, I want to be a part of a team.\nIf our team win I will not take a single penny from the cash prize.
", "rawMarkdown": "Hi!, I want to be a part of a team.\nIf our team win I will not take a single penny from the cash prize.", "votes": 1 }, { "id": 836867, "postDate": "2020-05-07T10:07:15.353Z", "content": "Hi,\nKaggle allow use TPU for 3h per session\nbut i need more time for training
\n\nthen how can i import this dataset from kaggle to colab as zip file (all dataset)
", "rawMarkdown": "Hi,\nKaggle allow use TPU for 3h per session\nbut i need more time for training\n\nthen how can i import this dataset from kaggle to colab as zip file (all dataset)", "votes": 1, "replies": [ { "id": 836873, "postDate": "2020-05-07T10:14:18.240Z", "content": "when i use this : \n!kaggle competitions download -c alaska2-image-steganalysis
\n\nit download 20 image only !!\nand show msg about \"429 - Too Many Requests\" and stop download !\nhow to fix this ?
", "rawMarkdown": "when i use this : \n!kaggle competitions download -c alaska2-image-steganalysis\n\nit download 20 image only !!\nand show msg about \"429 - Too Many Requests\" and stop download !\nhow to fix this ?" }, { "id": 907910, "postDate": "2020-06-30T08:37:05.937Z", "content": "why on earth you download the images at all??
", "rawMarkdown": "why on earth you download the images at all??", "votes": 1 }, { "id": 908099, "postDate": "2020-06-30T11:25:00.230Z", "content": "He may be trying to do the code in Google Colab, which is easy to use as compared to Kaggle.
", "rawMarkdown": "He may be trying to do the code in Google Colab, which is easy to use as compared to Kaggle.", "votes": 1 }, { "id": 908105, "postDate": "2020-06-30T11:26:49.087Z", "content": "By the way, I am new to Kaggle, please involve me in your team.\nI'll not take a single penny(If in case we win).
", "rawMarkdown": "By the way, I am new to Kaggle, please involve me in your team.\nI'll not take a single penny(If in case we win).\n" }, { "id": 916431, "postDate": "2020-07-05T16:34:53.820Z", "rawMarkdown": "", "isDeleted": true } ] }, { "id": 830331, "postDate": "2020-05-02T14:13:00.433Z", "content": "Hi,\nI started recently, and i am progression good. Now in terms of going through the interview I am facing few difficulties specially to explain the objective and the project.\nAny general overview, any forum for corporate projects any such documents will be really appreciated.
", "rawMarkdown": "Hi,\nI started recently, and i am progression good. Now in terms of going through the interview I am facing few difficulties specially to explain the objective and the project.\nAny general overview, any forum for corporate projects any such documents will be really appreciated.\n ", "votes": 1 }, { "id": 827062, "postDate": "2020-04-30T03:57:45.377Z", "content": "Hi. I've been dabbling in magic (just kidding, I mean machine learning) since college. I did a senior project where I trained a neural net in Java to recognize my hand written numbers and convert them into their text version. That was back in the year 2000. A lot has changed since then. \nWith the quarantine, I've had time to hit the learning a bit harder. This contest intrigued me so I jumped in. However, I've never really had any other kinds of success with training neural nets.\nThis competition is no exception, although, I may have bitten off more than I can chew.
", "rawMarkdown": "Hi. I've been dabbling in magic (just kidding, I mean machine learning) since college. I did a senior project where I trained a neural net in Java to recognize my hand written numbers and convert them into their text version. That was back in the year 2000. A lot has changed since then. \nWith the quarantine, I've had time to hit the learning a bit harder. This contest intrigued me so I jumped in. However, I've never really had any other kinds of success with training neural nets.\nThis competition is no exception, although, I may have bitten off more than I can chew.", "votes": 1 }, { "id": 1501565, "postDate": "2021-09-03T10:17:32.393Z", "content": "hi . I want to know what is best article to learn cnn
", "rawMarkdown": "hi . I want to know what is best article to learn cnn " }, { "id": 917179, "postDate": "2020-07-06T09:38:37.727Z", "rawMarkdown": "", "isDeleted": true } ], "comments": [ { "id": 876007, "author_name": "Ishan Dutta", "author_url": "", "post_date": "2020-06-06T11:04:35.153000", "content": "Hi,\nCan anyone let me know how to work with such large datasets(30 GB)? Should I download it all on my laptop, or is there any other efficient way(free and paid) that you all are using? Please answer in detail. Also if you could let me know how and when to use Kaggle GPUs and TPUs.
", "votes": 3, "replies": [ { "id": 876905, "author_name": "Ishan Dutta", "author_url": "", "post_date": "2020-06-07T06:32:05.940000", "content": "Such a good community @addisonhoward where someone downvotes a query posted by a beginner instead of replying. Great!
", "votes": 2, "replies": [] }, { "id": 916429, "author_name": "Kamal Das", "author_url": "", "post_date": "2020-07-05T16:32:57.623000", "content": "Hi @ishandutta \nYou may use the data and work on colab. GPU speed is lower but it does not have the limitation of 30 hours/week.
\n\nHere is a notebook to load Kaggle Dataset in Google Colab : LINK\nHope this helps!
", "votes": 1, "replies": [] } ] }, { "id": 943601, "author_name": "Vishwajeet Tewari", "author_url": "", "post_date": "2020-07-24T13:12:19.030000", "content": "HI friends! I am looking for connections with a good team.
", "votes": 1, "replies": [] }, { "id": 939026, "author_name": "Giang Ha Nguyen", "author_url": "", "post_date": "2020-07-22T01:30:44.650000", "content": "Hi guys, I'm new to machine learning so looking for a teammate/mentor to help me follow up with the competition. Thank you!
", "votes": 1, "replies": [] }, { "id": 936950, "author_name": "", "author_url": "", "post_date": "2020-07-20T16:12:18.590000", "content": "I want to ask the gold medal gods what model, kneel down！👍
", "votes": 1, "replies": [] }, { "id": 929801, "author_name": "", "author_url": "", "post_date": "2020-07-15T00:57:18.313000", "content": "Hi...
\n\nAnyone needs powerful GPUs?\nI got some invite code for free GPU computing.
", "votes": 1, "replies": [] }, { "id": 919630, "author_name": "Kenneth Rithvik", "author_url": "", "post_date": "2020-07-08T02:53:07.967000", "content": "Deep Learning with PyTorch provides a detailed, hands-on introduction to building and training neural networks with PyTorch, a popular open source machine learning framework. This full book includes:\nhttps://pytorch.org/deep-learning-with-pytorch
\n\nIntroduction to deep learning and the PyTorch library\nPre-trained networks\nTensors\nThe mechanics of learning\nUsing a neural network to fit data\nUsing convolutions to generalize\nReal-world examples: Building a neural network designed for cancer detection\nDeploying to production
\n\nGet a free copy for a limited time.
", "votes": 1, "replies": [] }, { "id": 911112, "author_name": "Mahdi Guelbi", "author_url": "", "post_date": "2020-07-01T15:15:43.127000", "content": "hi, i read the evaluation part and i don't what should the submission file contain, it say we must provide \"a score that indicates how likely this image contains hidden data\" so does that mean probability of the image containing hidden data ? in that case the giving format in the documentation contains values bigger than 1 and negative value, i am a bit confused :/ , any help ?
", "votes": 1, "replies": [] }, { "id": 910806, "author_name": "Aleksandr Isakov", "author_url": "", "post_date": "2020-07-01T11:38:18.537000", "content": "Hello!
", "votes": 1, "replies": [ { "id": 910834, "author_name": "Rachit Sharma", "author_url": "", "post_date": "2020-07-01T11:51:42.050000", "content": "hey!!!
", "votes": 1, "replies": [] } ] }, { "id": 894759, "author_name": "Rachit Sharma", "author_url": "", "post_date": "2020-06-20T18:24:30.040000", "content": "Hi!, I want to be a part of a team.\nIf our team win I will not take a single penny from the cash prize.
", "votes": 1, "replies": [] }, { "id": 836867, "author_name": "Ahmed Hamada", "author_url": "", "post_date": "2020-05-07T10:07:15.353000", "content": "Hi,\nKaggle allow use TPU for 3h per session\nbut i need more time for training
\n\nthen how can i import this dataset from kaggle to colab as zip file (all dataset)
", "votes": 1, "replies": [ { "id": 836873, "author_name": "Ahmed Hamada", "author_url": "", "post_date": "2020-05-07T10:14:18.240000", "content": "when i use this : \n!kaggle competitions download -c alaska2-image-steganalysis
\n\nit download 20 image only !!\nand show msg about \"429 - Too Many Requests\" and stop download !\nhow to fix this ?
", "votes": 0, "replies": [] }, { "id": 907910, "author_name": "Ashwani Rathee", "author_url": "", "post_date": "2020-06-30T08:37:05.937000", "content": "why on earth you download the images at all??
", "votes": 1, "replies": [] }, { "id": 908099, "author_name": "Rachit Sharma", "author_url": "", "post_date": "2020-06-30T11:25:00.230000", "content": "He may be trying to do the code in Google Colab, which is easy to use as compared to Kaggle.
", "votes": 1, "replies": [] }, { "id": 908105, "author_name": "Rachit Sharma", "author_url": "", "post_date": "2020-06-30T11:26:49.087000", "content": "By the way, I am new to Kaggle, please involve me in your team.\nI'll not take a single penny(If in case we win).
", "votes": 0, "replies": [] }, { "id": 916431, "author_name": "", "author_url": "", "post_date": "2020-07-05T16:34:53.820000", "content": "", "votes": 0, "replies": [] } ] }, { "id": 830331, "author_name": "Rahul Anand", "author_url": "", "post_date": "2020-05-02T14:13:00.433000", "content": "Hi,\nI started recently, and i am progression good. Now in terms of going through the interview I am facing few difficulties specially to explain the objective and the project.\nAny general overview, any forum for corporate projects any such documents will be really appreciated.
", "votes": 1, "replies": [] }, { "id": 827062, "author_name": "Fred Tyre", "author_url": "", "post_date": "2020-04-30T03:57:45.377000", "content": "Hi. I've been dabbling in magic (just kidding, I mean machine learning) since college. I did a senior project where I trained a neural net in Java to recognize my hand written numbers and convert them into their text version. That was back in the year 2000. A lot has changed since then. \nWith the quarantine, I've had time to hit the learning a bit harder. This contest intrigued me so I jumped in. However, I've never really had any other kinds of success with training neural nets.\nThis competition is no exception, although, I may have bitten off more than I can chew.
", "votes": 1, "replies": [] }, { "id": 1501565, "author_name": "Sonali ekande -surve", "author_url": "", "post_date": "2021-09-03T10:17:32.393000", "content": "hi . I want to know what is best article to learn cnn
", "votes": 0, "replies": [] }, { "id": 917179, "author_name": "", "author_url": "", "post_date": "2020-07-06T09:38:37.727000", "content": "", "votes": 0, "replies": [] } ], "raw_markdown_by_id": { "823622": "New to machine learning and data science? No question is too basic or too simple. Feel free to start your own thread, or use this thread as a place to post any first-timer clarifying questions for the Kaggle community to help you with! \n\nIf you would consider yourself a beginner but don't know where to get started, let other Kagglers help you take your first steps here!\n\nNew to Kaggle? Take a look at a few videos that Dr. Rachael Tatman has put together to learn a bit more about [site etiquette](https://www.youtube.com/watch?v=aIus8si_Et0), [Kaggle lingo](https://www.youtube.com/watch?v=sEJHyuWKd-s), and [how to enter a competition using Kaggle Notebooks](https://www.youtube.com/watch?&v=GJBOMWpLpTQ).\n\n**Remember**: Kaggle is for everyone. Whether you're teaming up or sharing tips in the competition forum, we expect everyone to follow our [Kaggle community guidelines](https://www.kaggle.com/community-guidelines).\n", "876007": "Hi,\nCan anyone let me know how to work with such large datasets(30 GB)? Should I download it all on my laptop, or is there any other efficient way(free and paid) that you all are using? Please answer in detail. Also if you could let me know how and when to use Kaggle GPUs and TPUs.", "943601": "HI friends! I am looking for connections with a good team.", "939026": "Hi guys, I'm new to machine learning so looking for a teammate/mentor to help me follow up with the competition. Thank you!", "936950": "I want to ask the gold medal gods what model, kneel down！👍", "929801": "Hi...\n\nAnyone needs powerful GPUs?\nI got some invite code for free GPU computing.", "919630": "Deep Learning with PyTorch provides a detailed, hands-on introduction to building and training neural networks with PyTorch, a popular open source machine learning framework. This full book includes:\nhttps://pytorch.org/deep-learning-with-pytorch\n\nIntroduction to deep learning and the PyTorch library\nPre-trained networks\nTensors\nThe mechanics of learning\nUsing a neural network to fit data\nUsing convolutions to generalize\nReal-world examples: Building a neural network designed for cancer detection\nDeploying to production\n\nGet a free copy for a limited time.", "911112": "hi, i read the evaluation part and i don't what should the submission file contain, it say we must provide \"a score that indicates how likely this image contains hidden data\" so does that mean probability of the image containing hidden data ? in that case the giving format in the documentation contains values bigger than 1 and negative value, i am a bit confused :/ , any help ?", "910806": "Hello!", "894759": "Hi!, I want to be a part of a team.\nIf our team win I will not take a single penny from the cash prize.", "836867": "Hi,\nKaggle allow use TPU for 3h per session\nbut i need more time for training\n\nthen how can i import this dataset from kaggle to colab as zip file (all dataset)", "830331": "Hi,\nI started recently, and i am progression good. Now in terms of going through the interview I am facing few difficulties specially to explain the objective and the project.\nAny general overview, any forum for corporate projects any such documents will be really appreciated.\n ", "827062": "Hi. I've been dabbling in magic (just kidding, I mean machine learning) since college. I did a senior project where I trained a neural net in Java to recognize my hand written numbers and convert them into their text version. That was back in the year 2000. A lot has changed since then. \nWith the quarantine, I've had time to hit the learning a bit harder. This contest intrigued me so I jumped in. However, I've never really had any other kinds of success with training neural nets.\nThis competition is no exception, although, I may have bitten off more than I can chew.", "1501565": "hi . I want to know what is best article to learn cnn ", "917179": "" } }