Author thumbnail

Weights & Biases

W&B Fastbook Reading Group

7,232 views
17 items
Last updated on Feb 17, 2022
public playlist
W&B Fastbook Reading Group — 0. Introduction with Jeremy Howard
1:09:52
W&B Fastbook Reading Group — 1. Your Deep Learning Journey
1:03:21
W&B Fastbook Reading Group — 2.  DL Models in Production & Validation Sets
1:33:41
W&B Fastbook Reading Group — 3. DL Models in Production & Ethical Considerations
1:49:58
W&B Fastbook Reading Group — 4. Going Deeper into Computer Vision
1:25:47
W&B Fastbook Reading Group — 5. SGD (Stochastic Gradient Descent)
1:27:24
W&B Fastbook Reading Group — 6. Pet Breeds
1:28:00
W&B Fastbook Reading Group — 7. Pet Breeds & Multi-label Classification
1:26:09
W&B Fastbook Reading Group — 8. Regression  (+ Kaggle's Cassava classification competition)
1:25:05
W&B Fastbook Reading Group — 9. Training SOTA on ImageNet
1:15:53
W&B Fastbook Reading Group — 10. Movie recommendation using fastai
1:12:03
W&B Fastbook Reading Group — 11. Introduction to convolutions
1:13:26
W&B Fastbook Reading Group — 12. What is a convolution, really?
1:17:40
W&B Fastbook Reading Group — 13. Our first CNNs from scratch
1:20:26
W&B Fastbook Reading Group — 14. ResNet
1:03:03
W&B Fastbook Reading Group — 15. Application Architectures Deep Dive
54:17
W&B Fastbook Reading Group — Fastai Documentation Sprint w/ Zach Mueller
1:00:28