Chapter 13: Responsible AI
Throughout this book, we have explored ways to integrate artificial intelligence (AI) with Power BI, whether it is by using out-of-the-box features or by training your models. While AI can help uncover interesting insights from data, it is important to think about how the data and models are created and used. Insights are often used to make decisions and will influence your actions. Therefore, you want to be able to trust those insights and know that you are making responsible decisions.
There are many things to examine when practicing responsible AI. In this chapter, we'll discuss what responsible AI entails and three of the most common considerations. To do this, we will be covering the following topics:
- Understanding responsible AI
- Protecting privacy when using personal data
- Creating transparent models
- Creating fair models
Putting responsible AI into practice is a complicated endeavor that requires an interdisciplinary...
