# Getting Started with Workflows (private) Workflows automate machine learning tasks, combining GPU instances with an expressive syntax to generate production-ready machine learning pipelines with a few lines of code. [Set Up Your First Workflow](https://docs.digitalocean.com/products/paperspace/workflows/getting-started/your-first-workflow/index.html.md): Start automating machine learning tasks and creating reproducible and production-ready pipelines.