Forecasting Time Series Data with Facebook Prophet - Greg Rafferty - książka wyd. 2021

Opis

Rafferty begins by introducing the fundamentals of time series forecasting and the unique advantages of Prophet, which is known for its ease of use and ability to handle complex patterns with minimal coding. Readers learn how to create forecasts, run diagnostics, and evaluate model performance, gaining insight into how to interpret results and refine predictions. The book also explores advanced techniques such as hyperparameter tuning, adding custom regressors, and managing outliers or special events, ensuring that forecasts remain robust in real-world scenarios