Prophet for Automated Forecasting
Facebook Prophet, trend changepoints, holiday effects, uncertainty intervals, cross-validation.
What Is Prophet?
Prophet is an open-source forecasting library from Meta. It fits trend, seasonality, and holiday effects automatically, handles missing data and outliers gracefully, and needs far less tuning than ARIMA, making it great for business forecasts.
Installing and Importing
Prophet is a single import once installed.
# pip install prophet
from prophet import Prophet
import pandas as pdAll lessons in this course
- Time Series Components and Stationarity
- ARIMA and SARIMA Models
- Prophet for Automated Forecasting
- LSTM for Time Series Forecasting