Title

Automated Machine Learning: Predicting Customer Churn for an Online Streaming Service

Document Type

Theses, Masters

Rights

This item is available under a Creative Commons License for non-commercial use only

Disciplines

1.2 COMPUTER AND INFORMATION SCIENCE

Publication Details

A dissertation submitted in partial fulfillment of the requirements of Technological University Dublin for the degree of M.Sc. in Computing (Data Analytics)

Abstract

The applications of data mining are widespread. In many industries, process automa- tion is a key driver of increased productivity and lower costs. Within the framework of CRISP-DM a data mining project exposes key areas for automation most notably data preparation, feature engineering, model training and hyperparameter optimisation.

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