Question: How do different number systems, such as binary, decimal, octal, and hexadecimal, impact the efficiency and representation of data in various computer science applications? Discuss

How do different number systems, such as binary, decimal, octal, and hexadecimal, impact the efficiency and representation of data in various computer science applications? Discuss instances where each system is advantageous or disadvantageous in memory allocation, data representation, bitwise operations, or networking protocols. Additionally, how crucial is a deep understanding of these systems for programmers working in these domains?

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