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

Index

A

AdaBoosting process

dataset

iteration 1

iteration 2

iteration 3

vs. stand-alone decision tree model

steps

weak classification models

Agglomerative clustering

SeeHierarchical cluster technique

Analytics

categorization

descriptive analytics

diagnostics

predictions/estimations

prescriptive

types

Artificial general intelligence (AGI)

Artificial intelligence (AI)

analytics

data mining

data science

evolution

AGI

ANI

ASI

data analytics

data mining

data science

definition

statistics

statistics

Bayesian

frequentist

regression

statistics vs. data mining vs. data analytics vs. data science

Artificial narrow intelligence (ANI)

Artificial neural network (ANN)

activation function

autoencoders

biological neurons

CNN

CNN and MNIST dataset

correponding array

deep learning

handwritten digit(zero)image ...