Stock_Portfolio_Management

The basic idea of the project is to perform various data and time-series analysis on the live, present and past records of the stocks. This data driven approach will help to manage portfolio of an indivdual and will eventually increase the profits margin. Here, we will be importing data from yfinance library. And the data have been considered from the year 2010. The yfinance dataset consists of the columns such as Date, Open, High, Low, Close, Volume, and Dividend. During the flow of this notebook, you will see stock analysis, time series analysis, time series model prediction with the help of FB Prophet, LSTM, ARIMA, SARIMA and XGBoost.