From the course: Data Science Foundations: Data Assessment for Predictive Modeling
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Introducing ggplot2
From the course: Data Science Foundations: Data Assessment for Predictive Modeling
Introducing ggplot2
- [Instructor] We're going to introduce ggplot2 as a wonderful way to make multivariate graphics. It's very difficult to find good options for making graphics with three or four or five or even more variables, but ggplot2 is one of them. So if you want to try it, you're going to want to download RStudio right here on the website. They make it pretty straightforward. And then you might want to find out a little bit more about ggplot2, although this is optional. There's a website for this too, and the website encourages you to install ggplot2 by installing the entire Tidyverse, and you can certainly do that if you want to. And there's also a cheat sheet for ggplot2 that you might want to download and take a quick look at. But there's another option for installing ggplot2. Here I am in RStudio, and we're only going to be in this platform very briefly, so I'm not going to give you an extensive overview at all, but you have…
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Contents
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How to utilize an SME's time effectively2m 8s
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Techniques for working with the top predictors4m 19s
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Advice for weak predictors6m 4s
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Tips and tricks when searching for quirks in your data4m 46s
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Learning when to discard rows2m 5s
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Introducing ggplot21m 44s
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Orientating to R's ggplot2 for powerful multivariate data visualizations5m 52s
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Challenge: Producing multivariate visualizations for case study 11m 12s
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Solution: Producing multivariate visualizations for case study 12m 31s
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