Louis Moreau will show you how to create complete automated data pipelines so you can work on your active learning strategies. To create your first data source, we will be using an S3-compatible open-source solution that you can install locally on your laptop and expose publicly. Then, we will see how to set up your labeling strategy. Finally, we will configure the pipeline so it can automatically refresh the data explorer, train your model, create a new version of your project, build a library and notify you when it is ready.