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Algorithm speed isn’t measured in seconds, but in growth of the number of operations. Instead, we talk about how quickly the run time of an algorithm increases as the size of the input increases. Run time of algorithms is expressed in Big O notation. O(log n) is faster than O(n), but it gets a lot faster as the list of items you’re searching grows.
Grokking Algorithms: An illustrated guide for programmers and other curious people
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