GitHub Actions for ML

Description

Machine learning has never been just about training models. It's much more than that. From formulating the problem statement to monitoring your model in production, it includes many different things. In this session, we will be focusing on GitHub Actions to automate certain steps of a toy ML workflow. The talk will show you how to automate the following steps with GitHub Actions and Weights and Biases - - train a simple model, - log all of its important metrics, - set up a pipeline to automatically download the important artifacts, and and more!