I have a question related to data science at scale and building a Data Science pipeline and dashboards.
There is a business problem for which I have collected data, created a python notebook and have a predictive model ready. I would now like to to take it to scale, as-in host the end-to-end solution on a cloud, ingest data, run the model and show the prediction and analytics on a customer facing dashboard. But I am lost as to how to go about doing it
Can someone give me some pointers as to how to make a production ready solution?
I have been exploring Azure Power BI, Tableau etc. but they expect data (and not model) as source. Do I need Apache Spark?
I understand this is a very broad question but any pointers will be appreciated.