If time series is multiplicative, use log tranform to convert the series into additive. This is because some algo like ARIMA work better with additive timeseries
In case there is 0 in time series, add 1 to prevent log(0) and then subtract 1 later
Power Transform
Box Cox Transform
Combines both log and power transform
Use lambda that minimise variance or constant variance
