Which comes first, data cleaning or model training?

In the past, I spent a lot of time on exploratory data analysis(EDA) and data cleaning before putting data into training. After that, I’d like to pick a state-of-the-art model. However, fastai course changed my idea. ...

2023-12-27 · 2 min · Julie

How to train an image classification model using fastai?

Can you believe it? On the very first class of fast.ai course: Practical Deep Learning for Coders 2022, I trained an image classification using fastai to tell apples from peaches. (you may click Kaggle link to have a look). Amazing! You may wonder: can I make it too? Yes, of course. Then how to do it? Let’s dive into it. ...

2023-12-26 · 4 min · Julie