April 2019
Beginner to intermediate
252 pages
4h 40m
English
Content preview from Machine Learning for Data Mining
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Statistical models
The first thing that the statistical models identify is which predictors are most important in a model. The statistical models also create an equation that allows you to make predictions. For example, as we can see in the following screenshot, the coefficients that are part of the prediction equation have been highlighted:
The following screenshot highlights the equation to predict current salaries:
In the following screenshot, we can see that we take the coefficient for the variable beginning salary and we multiply it by ...
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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.