Machine Learning in Microservices

4

Key Machine Learning Algorithms and Concepts

In the previous chapters, we explored the different concepts of MSA and the role it plays when creating enterprise systems.

In the coming chapters, we will begin to shift our focus from learning about MSA concepts to learning about key machine learning concepts. We will also learn about the different libraries and packages being used in machine learning models using Python.

We will cover the following areas in this chapter:

• The differences between artificial intelligence, machine learning, and deep learning
• Common deep learning packages and libraries used in Python
• Building regression models
• Building multiclass classification
• Text sentiment analysis and topic modeling
• Pattern analysis and forecasting ...