February 2018
Intermediate to advanced
306 pages
8h 11m
English
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Chapter 7: Data Exploration and Summary Statistics
Summarizing Continuous Variables
Summarizing Categorical Variables
Variable Transformation and Dimension Reduction
Overview
The description of the columns in a table using tabular or visual outputs is typically the first step in a data analysis or a statistical modeling process. In this chapter, you learn how to use CAS to explore and summarize data. Topics include summarizing continuous variables and categorical variables, data transformation, dimensional reduction, and related visualizations using the Python Bokeh package.
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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.