January 2023
Intermediate to advanced
472 pages
17h 59m
English
Content preview from Python Tools for Scientists
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18NUMPY: NUMERICAL PYTHON
Short for Numerical Python, NumPy serves as Python’s foundational library for numerical computing. It extends Python’s mathematical capability and forms the basis of many scientific and mathematical packages. As a result, you’ll need to understand NumPy in order to effectively use Python’s scientific libraries such as Matplotlib (for plotting) and pandas (for data analysis).
NumPy is open source and comes preinstalled with Anaconda. It augments the built-in tools in the Python Standard Library, which can be too simple for many data analysis calculations. Using NumPy, you can perform fast operations, including mathematical, ...
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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.
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.