January 2018
Beginner to intermediate
548 pages
12h 11m
English
Content preview from IPython Interactive Computing and Visualization Cookbook - Second EditionBecome 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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To get the most out of this book
This book is accessible to beginners. However, it may be easier for you if you are familiar with the contents of Learning IPython for Interactive Computing and Data Visualization, Second Edition, Packt Publishing (also called the "IPython minibook"), the prequel of this book. The minibook introduces Python programming, the IPython console, the Jupyter Notebook, numerical computing with NumPy, basic data analysis with pandas, and plotting with Matplotlib. This book tackles scientific programming topics that rely on all of these tools.
Part 2 is a bit more theoretical. It is easier to read if you know the basics of calculus, linear algebra, and probability theory (real-valued functions, integrals and derivatives, ...
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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.
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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.