Machine Learning in Microservices

Part 2: Overview of Machine Learning Algorithms and Applications

In this part, we will shift our focus to machine learning. We will learn about the different concepts of machine learning algorithms and how to design and build a machine learning system, maintain the model, and apply machine learning to an intelligent enterprise MSA.

We will first learn the fundamentals when it comes to identifying the difference between different machine learning models and their use cases. Once we’ve covered the basics, we will start to learn how to design a machine learning system pipeline. Once we have established a machine learning system pipeline, we will learn what data shifts are, how they can impact our system, and how we can identify and address them. ...