May 2022
Beginner to intermediate
330 pages
7h 19m
English
Content preview from Building Data Science Solutions with Anaconda
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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.
Chapter 10: Explainable AI - Using LIME and SHAP
Let's play out a quick scenario. You are sitting in the doctor's office after having just received your annual physical. The doctor looks over your results and then casually mentions that you have a 95% chance of having a heart attack in the next month. What is your next question? "Why?" you ask. "I'm not sure," replies the doctor.
What would be your reaction to the doctor's answer in this situation? Is that good enough, or would you like a bit more information? If you are like most people, you might want to know if there was anything you could do to prevent it, or maybe there was a mix-up with your blood work and you have nothing to fear.
The use of AI models is just going to increase in the ...
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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.Julian F.
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.Addison B.
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.Amir M.
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.