Transactional Machine Learning with Data Streams and AutoML: Build Frictionless and Elastic Machine Learning Solutions with Apache Kafka in the Cloud Using Python

Definitions

The following table defines terms used throughout the book.

Name	Description
AiMS	Algorithm and Insights Management System is a dashboard that manages all algorithms created by VIPER. AiMS can also provide alerts and notifications to deactivate algorithms that are not being used.
Algorithm	A logical set of mathematical instructions followed by a computer to manipulate the training dataset to learning the patterns and the underlying structure and relationships between the dependent and independent variable(s) to achieve a desired goal.
Apache Kafka	This is an event streaming platform used to store data streams. More details can be found on www.apache.org .
Auto machine learning (AutoML)	Automated machine learning that automates data prepping, ...