Summary

In this chapter, we first explored the moral and ethical issues involved in an AI project. We asked ourselves whether using certain features could offend the future users of our program.

We examined the legal issues of some of the information in a dataset from a legal perspective. We discovered that the legal use of information depends on who processes it and how it is collected. The United States government, for example, is entitled to use data on certain features of a person for a U.S. census survey.

We found that even if a government can use specific information, this doesn't mean that a private corporation can use it. This is illegal for many other applications. Both U.S. and European legislators have enacted strict privacy laws and make sure to apply them.

The ML perspective showed that the key features, such as age and the level of education, provide interesting results using a KMC algorithm. We built a KMC algorithm and trained on...