Need Help With Forecasting Analysis

#1
Greetings experts,

I need advice regarding what kinds of forecasting methods I should use along with what kind of statistical distributions I can use to test my data. As of now, some forecasting methods I know are Holt's Method, Exponential Smoothing and forecasting error methods such as MAD, MAPE, MSE, RSFE, BIAS and Tracking Signal. Statistical distributions I know are Bernoulli Distribution, Normal Distribution, T Distribution, F Distribution, Chi-Square Distribution, Exponential Distribution, Binomial Distribution and Poisson Distribution.

Here are the charts representing sales for different products:

Product 1:
Picture1.png

Product 2:
Picture2.png

Product 3:
Picture3.png

Product 4:
Picture4.png

Product 5:
Picture5.png

Any help is much appreciated! :)