December 2017
Intermediate to advanced
386 pages
10h 42m
English
Content preview from SciPy Recipes
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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.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.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.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.
How to do it…
Run the following code in a Jupyter code cell:
from scipy.stats import normmmean, msdev = 70, 4.0fmean, fsdev = 65, 3.5mdist = norm(mmean, scale=msdev)fdist = norm(fmean, scale=fsdev)nm, nf = 2000, 1500mdata = mdist.rvs(size=nm)fdata = fdist.rvs(size=nf)plt.figure(figsize=(12, 4))plt.subplot(1,2,1)plt.hist([mdata, fdata], bins=20, label=['Males', 'Females'])plt.legend()plt.xlabel('Height (inches)')plt.ylabel('Frequency')plt.subplot(1,2,2)plt.boxplot([mdata, fdata], patch_artist=True, labels=['Males', 'Females'])None
Running this code will generate the following graph:
The two graphs clearly display the characteristics of a normal ...
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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.