A comprehensive time series forecasting of Apple stock prices using data from NASDAQ for 2018–2019. Key techniques include exploratory data analysis (EDA), ARIMA modeling (with and without exogenous variables), and Facebook Prophet for robust forecasting. The models are evaluated using RMSE to identify the most accurate predictions.