Databricks just livestreamed this tech talk earlier today.
Developers and data scientists around the world have developed tens of thousands of open source projects to help track, understand, and address the spread of COVID-19. Given the sheer volume, finding a project to contribute to can prove challenging. To make this easier, we built a recommendation system to highlight projects based off of inputted programming languages and keywords.
This talk will go through the full cycle of implementing this system: gathering data, building/tracking models, deploying the model, and creating a UI to utilize the model.