1 Introduction
This chapter covers
- Different types of machine learning systems
- How machine learning systems are built
- What interpretability is and its importance
- How interpretable machine learning systems are built
- A summary of interpretability techniques covered in this book
Welcome to this book! I’m really happy that you are embarking on this journey through the world of Interpretable AI, and I look forward to being your guide. In the last five years alone, we have seen major breakthroughs in the field of artificial intelligence (AI), especially in areas such as image recognition, natural language understanding, and board games like Go. As AI augments critical human decisions in industries like healthcare and finance, it is becoming increasingly ...
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