Chapter 7: Applying Machine Learning Algorithms
In the previous chapter, we studied AWS services for data processing, including Glue, Athena, and Kinesis! It is now time to move on to the modeling phase and study machine learning algorithms. I am sure that, during the earlier chapters, you have realized that building machine learning models requires a lot of knowledge about AWS services, data engineering, data exploratory, data architecture, and much more. This time, we will go deeper into the algorithms that we have been talking about so far and many others.
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 machine learning specialty exam.
Bear in mind that there are thousands of algorithms out there and, by the way, you can even propose your own algorithm for a particular problem. Furthermore, we will...