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

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 ...