October 2023
Beginner
516 pages
12h 12m
English
Content preview from The Statistics and Machine Learning with R Workshop
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9
Calculus in R
Calculus is a branch of mathematics that studies the relationship between two quantities, connected via a function, from either a micro or a macro perspective. Taking a microscopic lens, such a relationship (often denoted by y = f(x)) manifests in the form of a very small change in the output y given an infinitesimal change in the input x. When switching to the macro perspective, the relationship becomes the cumulative change in y as x changes. The micro perspective corresponds to differential calculus, and the macro perspective corresponds to integral calculus, both introduced in this chapter.
By the end of this chapter, you will have grasped essential concepts in differential and integral calculus. Practical implementations ...
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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.