Time Series Data

This course focuses on data exploration, feature creation, and feature selection for time sequences. The topics discussed include binning, smoothing, transformations, and data set operations for time series, spectral analysis, singular spectrum analysis, distance measures, and motif analysis.

Learn how to create and assess forecasting models to predict macroeconomic variables such as inflation and economic growth. In this macroeconomics course, you will learn to predict macroeconomic variables such as inflation, growth or consumption, and to create statistical models in economics and use them to predict responses to [...]

Use models to forecast the future. The Time Series Forecasting course provides students with the foundational knowledge to build and apply time series forecasting models in a variety of business contexts. In this course, you’ll learn how to use advanced forecasting models to predict the future. You'll learn this [...]