October 2023
Beginner
516 pages
12h 12m
English
Content preview from The Statistics and Machine Learning with R Workshop
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Index
As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.
A
abline 115
accuracy rate 438
adjusted R2 394
aesthetics layer 101
analysis of variance (ANOVA) 336, 371, 384, 385
Area Under the Curve (AUC) 274, 438
arithmetic operations, R 9, 10
arrange() function 41
used, for sorting dataset 41-43
artificial intelligence (AI) 274
B
bar chart 119
Bayesian inference 465
normal-normal model 465
performing, with categorical variable 477-479
Bayesian linear regression
with categorical variable 477
Bayesian statistics 454
Bernoulli-distributed random variables
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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.