An automated data and ML pipelines with Docker, Github Actions, and R.
𝐃𝐨𝐜𝐤𝐞𝐫 is used to set the environment for R to work. 𝐆𝐢𝐭𝐡𝐮𝐛 𝐀𝐜𝐭𝐢𝐨𝐧𝐬 is used to create a Docker image; trigger pipelines and render Rmarkdown scripts via cron job. 𝐑𝐦𝐚𝐫𝐤𝐝𝐨𝐰𝐧 is used to create a flexdashboard.
Detailed blog post: https://rviews.rstudio.com/2022/04/07/a-macroeconomics-dashboard-on-turkey-inflation/