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 ## Overview
 
-1. Pull 30 days of trading data for (Insert your stock or crypto) with Yahoo Finance Downloader API
-2. Create a simulated trading environment using real trading data with FinRL
+1. Pull 1 year of trading data for (Insert your stock, options or crypto) with Yahoo Finance Downloader API
+2. Create a simulated trading environment using real trading data.
 3. Train an neural network to predict that Stock Price using reinforcement learning inside this simulation with FinRL
 4. Once trained, backtest the predictions on the past 30 days data to compute potential returns with FinRL
 5. If the expectd returns are above a certain threshold, buy, else hold. If they're below a certain threshold, sell. (using Alpaca API)