December 2023
Intermediate to advanced
504 pages
11h 43m
English
Content preview from A Common-Sense Guide to Data Structures and Algorithms in Python, Volume 1Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Wrapping Up
Being able to discern between best-, average-, and worst-case scenarios is a key skill in choosing the best algorithm for your needs, as well as taking existing algorithms and optimizing them further to make them significantly faster. Remember, while it’s good to be prepared for the worst case, average cases are what happen most of the time.
Now that we’ve covered the important concepts related to Big O notation, let’s apply our knowledge to practical algorithms. In the next chapter, we’re going to take a look at various everyday algorithms that may appear in real codebases and identify the time complexity of each one in terms of Big O.
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