- Given SP500 ticker list
- Get all NYSE ticker list
- Get ticker data using yfinance
- Calaculate market capitalization for all sp500 tickers and list top 5 companies based on market capitalization
- Create regressor with multiple algorithms and
- pass 200 estimators
- Caluculate volatility of all SP500 companies lst top 5 conservative and aggressive type stocks
- Compute voalatility based on open price than closed price
- Predict price for given number of stocks
- list top stockes based on user input (based on volatility)
part-2:
- Getting the Income of the User.
- ML Based Recommendation or not
- If yes,
- Get the number of stocks to analyse
- Get the data from yfinance API and train ML classification algo on it.
- Predict the future 3 day’s BUY SELL behaviour of each stock
- Recommend the user
- If no:
- Get User Selected stocks
- Distribute the money on this basis market capitalisation.
- If yes,