Time series forecasting is an important area of machine learning that is often neglected. It is important because there are so many prediction problems that involve a time component. These problems are neglected because it is this time component that makes time series problems more difficult to handle.
Learn more about Time series and how to work with time series data
Time Series as Supervised Learning
Time series forecasting can be framed as a supervised learning problem. This re-framing of your time series data allows you access to the suite of standard linear and nonlinear machine learning algorithms on your problem.
Learn more about how to translate your time series data into a supervised machine learning problem.