I’ll now current a template for the means of constructing machine studying fashions.
On this mission, the objective is to create a mannequin able to predicting the want for upkeep in industrial machines. We’ll use knowledge from IoT sensors (Web of Issues).
The strategy divides the Machine Studying mission into 15 distinct phases, which I’ll define for you. These phases embody the key methods, fundamental methods, and the right way to deal with every of them successfully.
As an illustration, we are going to work with fictitious knowledge on this instance.
As we progress, we are going to construct a complete mission from begin to end, protecting the whole lot from downside definition to deploying the practical mannequin.
