Python-based Stock Trading System involves the development of a sophisticated platform to analyze financial markets, formulate trading strategies, and execute orders efficiently. This work demands expertise in Python programming, financial markets, and algorithmic trading. Professionals in this field use Python to harness data analysis libraries, build algorithmic trading strategies, integrate with APIs, and