November 2020
Beginner to intermediate
352 pages
8h 43m
English
book
Leading with AI and Analytics: Build Your Data Science IQ to Drive Business Value
by Eric Anderson, Florian Zettelmeyer
Content preview from Leading with AI and Analytics: Build Your Data Science IQ to Drive Business Value
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CHAPTER 6
A SMARTER CRYSTAL BALL
In the previous chapter, we helped you understand how to make predictions using linear and logistic regression—two workhorses of modern data analytics—and how to measure the quality of a prediction using metrics like root mean square error (RMSE) and area under the curve (AUC). Companies across sectors have used these types of predictive models for decades.
So what’s new today? Why is there so much buzz around predictive analytics? The answer is machine learning (ML), a new class of models that often yield better predictions because of the highly flexible way in which they use input variables to predict an outcome. ...
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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.
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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.