Becoming a Pokémon Master with DVC: Experiment Pipelines for Deep Learning Projects
Tuesday, October 4, 2022
In my quest to become a Pokémon master, I need to learn a lot about their types. I’d rather create a model to do so for me. A simple one-off won’t do: to be ready for upcoming generations, I need a pipeline for experimenting with new datasets and configs. We will set up a codified ML pipeline using the open-source DVC library. This will help us adopt a reproducible, experiment-driven approach to ML, which will boost our ability to iterate over models and compare them to find the best one.