This document provides an overview of a presentation about using cloud technologies and machine learning to help address challenges facing an online retail business. It outlines the business use case of declining sales and focuses on improving customer acquisition, activation, and engagement as well as optimizing targeted ads, demand, and supply. The presentation describes the dataset used, AWS cloud architecture, machine learning model for demand forecasting, and security in the cloud. It concludes by discussing the benefits of a pay-per-use cloud solution for production support and insights.