September 2024
Intermediate to advanced
384 pages
9h 30m
English
Content preview from Statistics for Data Science and Analytics
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Index
- c
- categorical data 22
- categorical variables 22
- in regression 316
- census 40
- central limit theorem 187
- central location 62
- central tendency, see central location
- chi-square test 152, 153, 213
- class 337
- classification 377
- cluster sampling 190
- conditional probability 144
- confidence interval 173
- contingency table 143
- control group 14
- convenience sampling 190–191
- correlation 249, 253
- correlation coefficient 256
- d
- data dredging 101
- data science 10–11
- data snooping 226
- database format 19
- dataframe 19–21
- dataset
- baseball payroll.csv 263
- boston-housing-large.csv 332
- boston-housing.csv 201, 202, 312
- brain-facebook.csv 270
- clickthroughs.csv 293
- delta-wire.csv 284
- housing.csv 324, 329
- marriage-therapy.csv 237
- microUCBAdmissions.csv 198
- pulse.csv 57, 59, 115, 163, 205, 270
- RidingMowers.csv 343
- server-configurations.csv 247
- streams.csv 205
- Tayko-known.csv 333
- Tayko-unknown.csv 333
- toyota-km.csv 294
- trade-discount-A-B.csv 119
- trade-discount.csv 334
- universal-bank.csv 347
- web-page-data.csv 89, 116
- WestRoxbury.csv ...
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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.