This talk focuses on approaches for deploying ML models into production (e.g., CI/CD) with the use of open-source and free tools such as R, H2O, bash, Docker, Github Actions, etc. During this talk, we will review the US Electricity, a dashboard that provides 72 hours forecast for the US demand for electricity (lower 48 states). Both the data and forecast refresh are fully automated.

Dashboard: [ Ссылка ]
Source code: [ Ссылка ]

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