November 2024
Intermediate to advanced
306 pages
7h 57m
English
Content preview from Apache Spark for Machine Learning
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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
AdaBoost 161
Adjusted Rand Index (ARI) 198
Akaike Information Criterion (AIC) 190
algorithms, for feature extraction
for audio data 61
for image data 61
for text data 60
general data processing 62
signal processing 61
time series data 61
algorithms, MLlib
Alternating Least Squares (ALS) 17
decision trees 17
Gaussian Mixture Model (GMM) 17
Gradient-Boosted Trees (GBTs) 17
K-means 17
linear regression 16
logistic regression 16
Naive Bayes 17
PCA 17
random forest 17
SVMs 17
Term Frequency-Inverse Document Frequency (TF-IDF) 17
Word2Vec 17
Alternating Least Squares (ALS) algorithm 17
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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.