$1.$ Memory Management and Garbage Collection:

Describe the memory management mechanisms in Python, including reference counting and garbage collection.

Analyze potential memory leaks in Python code and strategies to prevent them.

$**$Discuss the implications of circular references in Python and how they affect garbage collection.

Explain the use of tools like the gc module to monitor and manage memory usage.