Question: Please answer with at least 2 paragraphs. Define the concepts of logarithm, linear, and quadratic when analyzing algorithms. What are some of the pros and

Please answer with at least 2 paragraphs. Define the concepts of logarithm, linear, and quadratic when analyzing algorithms. What are some of the pros and cons associated with utilizing Big-Oh notation to analyze an algorithm? How can analyzing the efficiency of an algorithm lead to improvements in the initial design?

In your answer, specifically, think of and give a real-life scenario where:

Algorithm analysis is important
Algorithm efficiency is paramount

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