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Mastering Machine Learning with Python in Six Steps: A Practical Implementation Guide to Predictive Data Analytics Using Python by Manohar Swamynathan

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Index

A

add() method
Adjusted R-squared
Arithmetic operators
Artificial general intelligence (AGI)
Artificial intelligence evolution
AGI
ANI
ASI
Bayes’ theorem
data analytics
descriptive
diagnostic
ERP
predictive
prescriptive
types
data mining
data science
frequentist
regression method
statistics
Artificial Narrow Intelligence (ANI)
Artificial Neural Network (ANN)
classification model
handwritten digit
visual pathway
Artificial Super Intelligence (ASI)
Assignment operators
Autoencoder
data denoising
denoise
dimension reduction
elements
Autoregressive integrated moving average (ARIMA)
AM
autocorrelation test
check
decompose time series
first order differencing
key parameters
MA
model and evaluate
optimal parameter
predict function
Autoregressive model (AM)

B

Bag of words (BoW)
Bayesian optimization ...

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