Part 2 (2019)


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2019 Part 2 Lessons, Links and Updates

This thread will be used to post updates about the course that are likely to be of general interested. It is a closed thread, which means that only moderators will be adding to it - so we suggest you click “Watch” at the…

14 March 19, 2019
ML engineer as second career: should I be a software engineer first? 2 August 16, 2019
Data augmentation: dynamic blend 6 July 20, 2019
Start a Startup in Seattle? 7 August 11, 2019
Visualizing ResNet18 Activations 11 April 16, 2019
06_cuda_cnn_hooks_init. Is the `children` function really needed? 1 August 16, 2019
Mixup and Class Imbalance 1 August 15, 2019
Good readings 2019 101 February 27, 2019
How can I get target Y value in training stage 1 August 15, 2019
Use CategoryList for binary classification,but the sum of preds !=1? 5 August 5, 2019
Lesson 8 (2019) discussion & wiki 561 March 18, 2019
ULMFit sentiment analysis using a different Dataset 1 August 14, 2019
Lesson 10 Discussion & Wiki (2019) 441 April 3, 2019
The Twin Peaks (Chart) 6 June 27, 2019
Model for queries response matching 3 August 8, 2019
Lesson 8 notes 32 March 19, 2019
06_cuda_cnn_hooks_init.ipynb. Why model is not re-assigned while mini-batches are? 2 August 13, 2019
Lesson 9 notes 2 April 7, 2019
Lesson 11 discussion and wiki 327 April 10, 2019
Batchnorm transfer 1 August 12, 2019
Making sense of outputs of ULMFit encoder 3 August 11, 2019
Inverted Dropout rescaling does restore mean but not standard deviation 7 August 6, 2019
Are there any notes like transcript for part2? 4 August 7, 2019
LSUV on pretrained model 5 August 6, 2019
Lesson 13 (2019) discussion and wiki 242 April 23, 2019
Why do we set a custom bias for classifier head in Object Detection? 2 August 3, 2019
ImagePoint Prediction Save 1 August 9, 2019
Part2 before Part1 again? 11 August 3, 2019
Help fixing DataParallel error with unet_learner 3 July 22, 2019
Lesson 9 Discussion & Wiki (2019) 476 March 26, 2019