Tidy Time Series
This workshop introduces time series analytics and forecasting in R, using tidyverse tools for comprehensive analysis. Participants will learn to identify common time series patterns with ggplot2, model them with fable, and generate probabilistic forecasts. The session also covers evaluating model accuracy to choose the best forecasts. Combining essential concepts with practical demos, this workshop equips attendees with the skills to analyze time series data for informed decision-making.
Main Sections
00:00 Time series data
31:05 How to visualize common time series patterns
58:44 How to produce forecasts from a statistical models
02:33:41 How to evaluate the forecasting accuracy
02:56:17 Wrap up
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