Part 2 (2019)


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Important - new URL for part 2

Part 2 of the 2019 course is now here: https://course19.fast.ai/part2 This course requires fastai v1. To stop fastai from updating to v2, run in your terminal: echo 'fastai 1.*' >> $CONDA_PREFIX/conda-meta/pinned

7 327 August 25, 2020
Deep Learning for Genomics/Bioinformatics/Comp Bio
86 3123 September 29, 2020
Setting up model and learner for multilabel classification model deployment
10 47 September 29, 2020
No module named 'fire'
3 33 September 27, 2020
How to actually learn from these videos?
4 85 September 27, 2020
How much does better initialization help with BatchNorm?
4 260 September 27, 2020
Why are we trying to make mean 0 and standard deviation 1 for activation layers?
7 216 September 19, 2020
Learning Rate Schedules and Adaptive Learning Rate
2 61 September 19, 2020
Links in Jupyter Notebooks to video lectures broken
4 29 September 19, 2020
How to Read Research Papers (Andrew Ng)
3 1452 September 16, 2020
Imagenette/ Imagewoof Leaderboards
56 4091 September 15, 2020
How to revert back to fast.ai 1.0.6
4 40 September 13, 2020
Should Batch Norm statistics be updated during Transfer Learning?
3 53 September 13, 2020
Lesson 12 (2019) discussion and wiki
306 5059 September 9, 2020
Which version of fastai should we use for this course?
3 95 September 9, 2020
MRNet: Stanford Knee MRI Dataset And Competition
116 2443 September 9, 2020
Needed some help understanding Fastai implementation of AWD-LSTM
1 40 September 8, 2020
How to deal with graph data?
16 2600 September 5, 2020
What do __getstate__ and __setstate__ do?
2 73 August 29, 2020
Lsuv_module - Fastai Course-v3: Order Matters
4 92 August 29, 2020
CycleGAN using UNET
2 195 May 22, 2020
Lesson 13 (2019) discussion and wiki
244 3015 August 27, 2020
Should I do Part 2?
2 111 August 26, 2020
Vim tips and help thread
19 1509 August 19, 2020
How would I go around doing this course after the new version is released?
2 121 August 18, 2020
How to convert a PIL Image to a fastai Image object?
9 737 August 9, 2020
Xavier and Kaiming initialization
3 110 August 8, 2020
No with torch.no_grad() in optim.SGD.step
5 104 August 5, 2020
Match_embeds fastaiv2
9 88 August 2, 2020
Validation Data accuracy/loss calc
3 71 August 2, 2020