Part 1


Study Groups 1 Many fast.ai students have found that they stick to their study plans and understand the material better if they study together with a group. Such a group can be virtual (hangouts/skype/etc) or in person. It could be folks at your workplace, a meetup of people in your local community, or just other students from the forum that are in your approximate time zone. We’ve seen all of these models work well.

Part 1 FAQ ( 2 ) [Part 1] (39)
Welcome to Part 1 (v2) ( 2 3 4 5 6 7 ) [Part 1] (121)
Data/rossmann/store_states.csv does not exist [Part 1] (3)
Howto: installation on Windows ( 2 3 4 5 6 7 8 9 10 11 ) [Part 1] (215)
Value Error in Lesson 4 -NLP [Part 1] (1)
Where to download data for these lessons 4 & 5 (Arxiv, Wikipedia, etc)? [Part 1] (14)
Failing to complete training in Lesson 1 for own data [Part 1] (11)
Jupyter enhancement: Go to the current running cell keyboard shortcut [Part 1] (1)
Training and validation set for part one [Part 1] (1)
Suppose if we have a dataset consisting of 5 classes than how to train it for one vs all classification? [Part 1] (3)
Sentiment analysis alternatives [Part 1] (1)
Another treat! Early access to Intro To Machine Learning videos ( 19 20 21 22 23 24 25 26 27 28 29 30 ) [Part 1] (590)
How to precompute activations on new model? [Part 1] (6)
Paperspace setup help ( 9 10 11 12 13 14 15 16 17 18 19 20 ) [Part 1] (395)
Planet Classification Challenge ( 2 3 4 5 6 7 8 ) [Part 1] (158)
F1 measure not improving with epochs [Part 1] (2)
How to work with 2D LIDAR data? [Part 1] (1)
How has your journey been so far, learners? ( 3 4 5 6 7 8 9 10 11 12 13 14 ) [Part 1] (262)
30+ Best Practices [Part 1] (14)
Multi Class Classification Issue [Part 1] (4)
Ideas behind adaptive max pooling [Part 1] (7)
Wiki: Lesson 3 ( 2 3 ) [Part 1] (47)
How to change dropout in partially trained model [Part 1] (5)
Wiki: Lesson 7 ( 2 ) [Part 1] (31)
Learning Rate Finder [Part 1] (3)
Plotting train/validation loss & accuracy while training model? [Part 1] (3)
Resnet34 to onnx for the MNIST dataset [Part 1] (10)
Multilabel image classification [Part 1] (2)
Using a fast.ai model in production [Part 1] (15)
How do we actually update embedding matrices? [Part 1] (4)