September 2014
Intermediate to advanced
512 pages
12h 39m
English
Content preview from IPython Interactive Computing and Visualization CookbookBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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What this book covers
This book is split into two parts:
Part 1 (chapters 1 to 6) covers advanced methods in interactive numerical computing, high-performance computing, and data visualization.
Part 2 (chapters 7 to 15) introduces standard methods in data science and mathematical modeling. All of these methods are applied to real-world data.
Part 1 – Advanced High-Performance Interactive Computing
Chapter 1, A Tour of Interactive Computing with IPython, contains a brief but intense introduction to data analysis and numerical computing with IPython. It not only covers common packages such as Python, NumPy, pandas, and matplotlib, but also advanced IPython topics such as interactive widgets in the notebook, custom magic commands, configurable IPython ...
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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.