Q 2

[helloIndiaWorld]

How can you optimize a Python program to handle large datasets efficiently without running into memory issues?

[Madhukar2006]

To optimize a Python program for large datasets:

• Use generators instead of lists to reduce memory usage.
• Process data in chunks rather than loading everything at once.
• Utilize libraries like Pandas with efficient data types.
• Apply lazy loading and streaming when possible.
• Optimize algorithms to reduce time complexity.
• Use multiprocessing or vectorized operations for performance improvements.