January 2024
Intermediate to advanced
408 pages
13h 21m
English
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Chapter 4: Image and video generation
The art of visualizing high-dimensional data
Abstract
I discuss different techniques to produce professional data videos, animated GIFs, and other visualizations in Python, using the pillow and moviepy libraries. Applications include visualizing prediction intervals regardless of the number of features (also called independent variables), supervised classification applied to an infinite data set, convergence of machine learning algorithms, and animations featuring objects of various sizes moving at various speeds according to various paths. For instance, I show a video simulation of 300 comets circling the sun, to assess the risk of a collision.
The Python libraries in question allow for low-level image processing ...
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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.