Data Is the Foundation of Your ML Strategy - DZone AI

When getting started with machine learning (ML), you need data -- and lots of it. Data really forms the foundation of your machine learning strategy and we'll look at some of the considerations around data in machine learning. In a previous post, we built a dog identification microservice in Python. We'll consider that same use case here when looking at how we need to work with our data. In that example, we were retraining an inception model from generalized object recognition to identify specific dog breeds.