September 2021
Beginner to intermediate
256 pages
6h 48m
English
Content preview from Foundational Python for Data Science
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8
SciPy
Most people use statistics like a drunk man uses a lamppost; more for support than illumination.
Andrew Lang
In This Chapter
Math with NumPy
Chapter 7, “NumPy,” covers NumPy arrays, which are foundational building blocks for many data science–related libraries. This chapter introduces the SciPy library, which is a library for mathematics, science, and engineering.
SciPy Overview
The SciPy library is a collection of packages that build on NumPy to provide tools for scientific computing. It includes submodules that deal with optimization, Fourier transformations, signal processing, linear algebra, image processing, and statistics, among others. ...
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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.