October 2023
Beginner to intermediate
384 pages
7h 58m
English
Content preview from Causal Artificial Intelligence
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Foreword
Dear Reader,
It is with great pleasure and enthusiasm that I introduce you to this exceptional book on causal AI, written by the brilliant Judith Hurwitz and John Thompson. As I embarked on my journey through its pages, I found myself intrigued by the depth of knowledge, clarity of explanations, and practical insights it offers. “Causal Artificial Intelligence: The Next Step in Effective Business AI” is a true gem for those seeking to comprehend the intricate world of causal artificial intelligence.
In today's rapidly evolving technological landscape, the concept of causal AI has emerged as a source of radical innovation and a catalyst for transformation. It holds the key to unlocking the true potential of artificial intelligence, empowering us not only to predict and classify but also to understand the causal mechanisms that underlie complex systems. Through the lens of directed acyclic graphs (DAGs) and structural causal models (SCMs), pioneered by the eminent Prof. Judea Pearl, this book guides us on a remarkable journey of discovery.
One of the book's greatest strengths is its accessibility, making it a perfect companion for those who are eager to grasp the essence of causal AI but lack a formal background in the field. Whether you are a seasoned professional in the realm of business analytics or someone just stepping into this fascinating domain, Judith Hurwitz and John Thompson expertly demystify the core concepts, rendering them comprehensible to a wide audience. ...
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