How to Optimize Python Code for Performance and Memory Efficiency

Ravendracroma24 May, 2025Education

Optimize Python code by using efficient data structures, built-in functions, and list comprehensions. Avoid global variables and redundant computations. Use generators instead of lists for large data. Profile with tools like cProfile and memory_profiler. Leverage libraries like NumPy and apply algorithmic improvements to enhance speed and memory efficiency.

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