I am 1 year old in ML and have been using jupyter notebook to build static models all these days, do some analysis and present my results to the bosses as it was all POC.
Now, we would like to scale the solution to become automatic and be able to feed the real data stream automatically and allow model to learn automatically without me doing batch based update.
Since, all this is completely new to me and am not a software developer/engineer. Can you help me with the below queries
a) Is there any online courses/institutes/books for beginners like me?
b) Is there any python packages that can allow for online learning of models and update the results etc? Or what are the list of packages that I can refer for MlOps purpose?
c) I would like to learn via tutorial of IRIS dataset etc. Where they can walk us through how once model is built, it is taken to production, handling preprocessing of future data inputs etc.