January 2024
Beginner to intermediate
326 pages
8h 36m
English
Content preview from Principles of Data Science - Third Edition
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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
A/B test 109
adversarial debiasing 253
aggregation bias 250
disparate impact 249
disparate treatment 249
emerging techniques 257
measurement bias 249
measuring 251
mitigating 252
mitigating, during data preprocessing 253
mitigating, during model in-processing 253
mitigating, during model postprocessing 254
pre-existing bias 249
proxy bias 250
sample bias 249
significance, of fairness 252
unaddressed bias, consequences 251
algorithmic bias, sources
aggregation bias 250
historical bias 250
proxy bias 250
representation or sample bias 250
alternative ...
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