Monetizing Machine Learning: Quickly Turn Python ML Ideas into Web Applications on the Serverless Cloud

Index

A

A/B testing

Ajax, xxvii, xxxiv

Alerting system

Amazon Web Service (AWS)

deploying

Eb commands

Elastic Beanstalk

WSGI

Analytics, xxxvi

Analytics report

Azure-cli

Azure dashboard

B

Balancing data

Beaufort scale

Bike Sharing Dataset

Bootstrap, xxvii, xxxiv–xxxv

C

Cascading Style Sheets (CSS), xxxi–xxxii, xxxiv, xxxv

Categorical features

Cloud-based services

Amazon AWS

Google Cloud

Microsoft Azure, xxxvii

PythonAnywhere

Collaborative filtering

centering

cosine similarity distance

Euclidean distance

similarity/distance measurement tools

Compressed Sparse Row matrix

D

DataSF

Data wrangling

categorical data

count()

groupby()

describe()

dummy feature

get_dummies()

head()

info()

isnull()

missing data

tail()

describe()

Dow Jones Index (DJI)

drop_duplicates()

E

External spam datasets

F

Feature engineering ...