Applying Machine Learning Algorithms
In the previous chapter, you learned about understanding data and visualization. It is now time to move on to the modeling phase and study machine learning algorithms! In the earlier chapters, you learned that building machine learning models requires a lot of knowledge about AWS services, data engineering, data exploration, data architecture, and much more. This time, you will delve deeper into the algorithms that have been introduced and more.
Having a good sense of the different types of algorithms and machine learning approaches will put you in a very good position to make decisions during your projects. Of course, this type of knowledge is also crucial to the AWS Certified Machine Learning Specialty exam.
Bear in mind that there are thousands of algorithms out there. You can even propose your own algorithm for a particular problem. In this chapter, you will learn about the most relevant ones and, hopefully, the ones that you will probably...
