You got a refresher on machine learning concepts in the previous chapter, so it is now logical to move to the next stage. What is machine learning deployment, and what are some of the common challenges when doing it?
This chapter covers two main themes. First, the chapter talks about what exactly model deployment is and the different aspects of productionalizing the model. Second, the chapter covers the different challenges that are faced during ML productionization. The challenges can be observed at both stages of model deployment (the pre-deployment and ...
