Index
A
Activation function
advantages, tanh function
issues, sigmoid
linear modeling
nonlinear
ReLU
SeeReLU activation function
sigmoid
tanh function
tanh graph
Adam optimizer
Affine transformation
Aggregate functions
Air quality index
Air quality monitoring
Air temperatures
ambient_temperature_system_failure
Anomalies
Anomalous Swans
context-based
data point–based
density and tensile strength
outcome/value
pattern-based
time series
personal spending pattern
taxi cab
Anomalous Swans
Anomaly detection
anomaly score calculation
business operations
business use cases
change point detection
data breaches
deep learning
definition
edge computing
environment
event detection
few/zero-shot
generative AI
Golden Gate Bridge
identity theft
isolation forest
SeeIsolation forest
LLMs
LSTM
manufacturing
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