Contents
fastai
How to use fastai's training loop Callbacks • May 14, 2022
Gradient descent with Adam • May 13, 2022
Transfer learning for a siamese pair model • May 11, 2022
How to fine-tune for transfer learning • May 9, 2022
How to use fastai's mid-level API • Apr 13, 2022
nlp
What are Recurrent Neural Networks? • Apr 20, 2022
Predicting the Sentiment of Movie Reviews with NLP • Apr 8, 2022
So you wanna learn natural language processing • Apr 5, 2022
tabular
Just The Basics - Strata 2013 | predicting spam emails • Apr 1, 2022
Using auction data to predict sale price • Mar 31, 2022
Adding deep learning to tabular models • Mar 31, 2022
You get a decision tree! And YOU get a decision tree! • Mar 23, 2022
Training models on tabular data • Mar 17, 2022
So you want to code collaborative filtering • Mar 16, 2022
So you want to learn collaborative filtering • Mar 12, 2022
vision
Transfer learning for a siamese pair model • May 11, 2022
Understanding Residual Networks • May 6, 2022
What are Convolutional Neural Networks? • Apr 30, 2022
A pet breed classifier • Feb 21, 2022
Pixel Similarity vs. Basic Neural Net on the MNIST data set • Feb 20, 2022