Building the baseline approach
From this section onward, we will focus on how to build the basic version of the recommendation engine (which means the recommendation system in the context of this chapter). In order to develop the baseline approach, we will be using the content-based approach. These are the topics that we will be covering:
- Understanding the basic concepts
- Implementing the baseline approach
- Understanding the testing matrix
- Testing the result of the baseline approach
- Problems with the baseline approach
- Learning optimization tricks for the baseline approach
Without wasting any time, let's look at how the content-based approach has been used to build the recommendation engine.
Understanding the basic concepts
As I've specified earlier, we are ...
Get Machine Learning Solutions now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
