Part 1 (2019)


Advanced (Part 1 v3) If your question or comment is not suitable for people who have not studied deep learning before, please use this category to ask it. Note that in order to avoid being overwhelmed by advanced questions if you are new to deep learning, you can use the “subcategory” drop-down to select “none” - meaning that no subcategories will appear. UTC-3 Sth America If you’re in South America, or in a time-zone near UTC-3, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="//forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>. UTC+8 China / SE Asia If you’re in China or Southeast Asia, or in a time-zone near UTC+8, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="http://forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>. UTC+5 India If you’re in India, or in a time-zone near UTC+5, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="http://forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>. San Francisco If you are an in the SF Bay Area (including USF in-person students), you can use this category to organize study groups, discuss meetups, or other local topics. UTC+3 Russia If you’re in Russia, or in a time-zone near UTC+3, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="//forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>. UTC+1 Africa If you’re in Africa, or in a time-zone near UTC+1, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="http://forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>. UTC-6 Central If you’re on mountain or central time in the US, or in a time-zone near UTC-7 or UTC-6, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="//forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>. UTC-8 Pacific If you’re on the west coast of the US, or in a time-zone near UTC-8, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="//forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>. UTC+2 EU East If you’re in eastern Europe, or in a time-zone near UTC+2, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="//forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>. UTC-5 Eastern If you’re on the east coast of the US, or in a time-zone near UTC-5, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="//forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>. UTC+10 Aus / NZ If you’re in Australia or NZ, or in a time-zone near UTC+10, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="//forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>. UTC+0 UK / EU West If you’re in the UK or Western Europe, or in a time-zone near UTC+0, or just want to connect with folks in that group, here’s the category to do it. (Even if you’re not in that group, feel free to join in here if you wish. The same timezone will just make it easier to connect in real time and narrow down the group size so that it’s easier to connect locally.) For more information about these local categories, see <a href="//forums.fast.ai/t/fast-ai-live-local-categories-utc/25494">this post</a>.
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General course chat 705 October 9, 2018
FAQ, resources, and official course updates ✅

Welcome to deep learning part 1 v3! This thread will be updated with any important changes to the course, so please keep a close eye on it. Only admins are able to reply to this thread, so please subscribe to topic notif…

7 October 25, 2018
Fast.ai v3 lesson 1 normalize 10 January 15, 2020
Lesson 1 Discussion ✅ 1595 October 22, 2018
Deep Learning with Audio Thread 483 February 13, 2019
Share your work here ✅ 1674 October 23, 2018
Lesson 1: Why split into two stages? 3 January 17, 2020
Is it possible to add classes to a model and train just for that class? 1 January 17, 2020
How to scale an Image Recogniton API? 5 December 20, 2019
Part 1, online study group 103 November 7, 2019
Tips for building large image datasets 78 October 17, 2018
Cnn, unet, resnet34/50 2 September 1, 2019
Lesson 3 In-Class Discussion ✅ 693 November 8, 2018
Geospatial Deep Learning resources & study group 106 November 22, 2018
PosixPath error when trying to create an ObjectCategoryList from_folder 1 January 17, 2020
Recommended Python learning resources ✅ 42 October 19, 2018
Anomaly detection using fast.ai 1 January 17, 2020
Deployment Platform: AWS Lambda 31 March 4, 2019
Deep Learning in Medicine resources & Study Group 40 March 5, 2019
Getting Comfortable with Pytorch & Projects 32 October 28, 2018
Deployment Platform: Render ✅ 394 January 2, 2019
Image Segmentation: Loading a third image for a loss function 2 January 16, 2020
Getting error while using fastai in a kaggle competition 1 January 16, 2020
Question about from_name_re labeling based on regex expression 1 January 16, 2020
Getting error on reproducing IMDB dataset 2 January 15, 2020
Platform: FloydHub ✅ 8 October 27, 2018
Binary classification tabular 4 March 10, 2019
AUC for multiclass classification 5 March 8, 2019
Some useful functions for tabular models 13 April 18, 2019
Problem with custom head with mobilenet 3 August 12, 2019