Spicing up your ML workflows
Among the various fields of engineering that work with very large sets of data, one field that deals with processing some of the largest datasets would be ML and AI workflows. However, if your full-time job isn't ML, and you don't have the support of a dedicated ML team, it can often be very difficult to create an application that can learn and adapt. This is where a group of engineers decided to step in and make it easier for developers to create intelligent and adapting applications. Spice AI (https://spiceai.io) is, at the time of writing, a venture-capital-funded start-up that is working to create a platform to make it easier for developers to create AI-driven applications that can adapt and learn. They've open-sourced a product on GitHub called Spice.ai (https://github.com/spiceai/spiceai). It is currently in alpha development and utilizes Apache Arrow, Arrow Flight, as well as Dremio Sonar for its data processing and transport (https...