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Technical Deep-dive Mid-Level technical

Explain the memory management process in Python. What are the common techniques used for garbage collection?

Background: In Python, memory management is crucial for performance and resource usage. You are expected to demonstrate knowledge of how memory allocation and garbage collection works in this programming environment.
Problem Statement: Discuss memory allocation, reference counting, and the role of the garbage collector in Python. Explain how these mechanisms affect application performance and memory usage.
Typed Signature: N/A.
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