Python Trading Bot Tutorial: RSI Strategy Backtest (Apple Stock)

Everyone says “Buy and Hold” is the best strategy for Apple (AAPL). But is it safe? I wrote a Python algorithm to test the classic RSI strategy against the market over the last 3 years. The results were shocking. While “Buy and Hold” made more profit, it came with a massive 33% crash that would wipe out most traders. My bot? It played it safe.

In this video, I show you the code, the trades, and the cold hard data behind the risk-adjusted returns.

In this video:

Coding a simple RSI Bot in Python.

Backtesting AAPL from 2023 to 2025.

Analyzing the “Perfect Trade” in April 2025.

Why “Profit Factor” matters more than ROI.

Code vs Market: The final verdict.

Hashtags: #PythonTrading #AlgoTrading #RSIStrategy #AppleStock #Coding #Finance #Backtesting #CodeVsMarket