#timeseries #datascience #facebookprophet
For univarate time series on this dataset check this video - https://www.youtube.com/watch?v=D8CFPyi4ai4
For Multivariate time series model - https://www.youtube.com/watch?v=XZhPO043lqU
For modeling holiday, special events, trends and non stationary data - https://www.youtube.com/watch?v=iuwcHhGNb8A
Link to my TIme Series playlist - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK
Time Series decomposition video - https://www.youtube.com/watch?v=pLHm4cvoZiY
Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well
