February 2017
Intermediate to advanced
274 pages
5h 58m
English
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Visualization
There are multiple visualization packages, but in this section we will be using matplotlib and Bokeh exclusively to give you the best tools for your needs.
Both of the packages come preinstalled with Anaconda. First, let's load the modules and set them up:
%matplotlib inline
import matplotlib.pyplot as plt
plt.style.use('ggplot')
import bokeh.charts as chrt
from bokeh.io import output_notebook
output_notebook()The %matplotlib inline and the output_notebook() commands will make every chart generated with matplotlib or Bokeh, respectively, appear within the notebook and not as a separate window.
Histograms
Histograms are by far the easiest way to visually gauge the distribution of your features. There are three ways you can generate histograms ...
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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.