دانلود کتاب هوش مصنوعی قابل تفسیر – ساختن سیستم‌های یادگیری ماشینی قابل توضیح

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 important that we build robust and unbiased machine learning models that drive these AI systems. In this book, I wish to give you a practical guide to interpretable AI systems and how to build them. Through a concrete example, this chapter will explain why interpretability is important and will lay the foundations for the rest of the book.