> My goal is to bring machine learning to the company and apply it.
Imho, ML is a means to an end, not a goal in itself. As a manufacturer, you would probably want to know how to make your production more efficient. Now you have to think about how that could be achieved (which controls are there to turn) and only then ML could be a tool that helps you understand how these controls must be turned.
For a structured (but maybe also a bit bloated - depending if you work on it alone and on the size of the company) approach on applying ML in companies, I can recommend CRISP-DM (cross-industry standard process for data mining). The consortium's PDF should be easily findable by searching.
DropkickKiwi t1_j1tsphz wrote
Reply to [D] analyst in a manufacturing company seeking to bring machine learning to the table. by turnip_markets
> My goal is to bring machine learning to the company and apply it.
Imho, ML is a means to an end, not a goal in itself. As a manufacturer, you would probably want to know how to make your production more efficient. Now you have to think about how that could be achieved (which controls are there to turn) and only then ML could be a tool that helps you understand how these controls must be turned. For a structured (but maybe also a bit bloated - depending if you work on it alone and on the size of the company) approach on applying ML in companies, I can recommend CRISP-DM (cross-industry standard process for data mining). The consortium's PDF should be easily findable by searching.