Data preparation for machine learning using Amazon Timestream

Precognition, the ability to see events in the future, has always fascinated humankind. We probably will get there someday, but time series forecasting gets you close. The human brain is naturally trained to anticipate future events by analyzing the past, but the brain often makes only linear predictions because it can't analyze the amount of data generated in a modern enterprise. How about letting a machine record those past sequences of events from millions of sources, analyze the data, and make predictions for your business? Let's take for example a software as a service (SaaS) provider that has thousands of customers from different industries, including online retail, oil and gas, and airline.