Novel corona virus (Covid-19) is biggest challenge for whole world. World Health Organization (WHO) mentioned this is epidemic.Data has been collected from 209 different individual situation reports of World health organization for Covid-19 in India. First compared the forecasting models on the basis minimum AIC, MAPE, MAE and then best model have been used for forecasting on the India epidemiological data to anticipate the epidemiological pattern of the prevalence. New and total deaths and occurrence of Covid-19 ARIMA and SARIMA found suitable respectively and forecasted for 1 September, 2020. Also, for total cases of corona in India prophet model used for accuracy and forecasting. Predicated values checked with past observed values, so both values are very close to each other. From the using such kind of time series models we can predict for next 15-20 days and make planning accordingly. This kind of projection helps to make planning for future.