My team has switched elements of our tech stack several times. Do not get too tied to any specific technology, and focus on getting a solution to production. The MLOps space is changing too fast to keep up. Ensure your solution can scale, but also ensure it can adapt to a dynamic environment. Oh and data: 80% of your time will be spent gathering, versioning controlling, exploring and serving data. A good model is useless unless it is in production and production models need good data.
Inscribed t1_isddfa6 wrote
Reply to [D] Modern MLOps architecture info sources by lifesthateasy
My team has switched elements of our tech stack several times. Do not get too tied to any specific technology, and focus on getting a solution to production. The MLOps space is changing too fast to keep up. Ensure your solution can scale, but also ensure it can adapt to a dynamic environment. Oh and data: 80% of your time will be spent gathering, versioning controlling, exploring and serving data. A good model is useless unless it is in production and production models need good data.