{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/6cafcaa62f4f4a949955f97efd77c0ca\" frameborder=\"0\" width=\"750\" height=\"562\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":562,"width":750,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":562,"thumbnail_width":750,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/6cafcaa62f4f4a949955f97efd77c0ca-7fc9ae5908dbafd9.gif","duration":300.0731,"title":"Validating Salient | Part 1: vs ERA5","description":"Hi there! In this video, I delve into how we ensure the trustworthiness of our forecasts at Salient. We meticulously calculate skill for each variable and location, comparing it against climatology to showcase our accuracy. I demonstrate how to access and interpret these metrics using our SDK and validation notebook. By analyzing historical data and forecast comparisons, we validate the effectiveness of our models. No action requested, just a deep dive into our validation process!"}