December 2020
Beginner to intermediate
448 pages
11h 21m
English
book
Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners, 2nd Edition
by Dursun Delen
Content preview from Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners, 2nd Edition
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Index
A
Abbott, D., 207
ACM (Association for Computing Machinery), SIGKDD (Special Interest Group on Knowledge Discovery and Data Mining), 191
AI (artificial intelligence), 325. See also cognitive computing
and cognitive computing, 376–379
applications, 326
AlexNet, 355
algorithms. See also classification; k-nearest-neighbor algorithm; machine learning; training
data mining, 99
decision trees, 120
genetic, 118
k-means, 127
LDA (latent Dirichlet allocation), 271–272
NLP (natural language processing), 245
OLS (ordinary least squares), 172–173
predictive ...
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