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Time - Alex #15

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Hash Table Practice

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Comprehension Questions

Question Answer
Why is a good Hash Function Important? Hash tables make lookups faster--average case scenario is constant time, I believe.
How can you judge if a hash function is good or not? If it's fast at looking up keys, and if it allows for uniform distribution.
Is there a perfect hash function? If so what is it? I don't think there is one; collisions are rare, but unavoidable.
Describe a strategy to handle collisions in a hash table Double hashing, linear and quadratic probing, and separate chaining are some strategies for handling collisions.
Describe a situation where a hash table wouldn't be as useful as a binary search tree If the max or min of a collection is sought, a BST has better time complexity.
What is one thing that is more clear to you on hash tables now That there are several ways of handling collisions.

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@CheezItMan CheezItMan left a comment

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Alex, nicely done. You hit all the learning goals here. Well done

Comment on lines +4 to 7
# Time Complexity: O(n) (n being size of array)
# Space Complexity: O(n)

def grouped_anagrams(strings)

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👍

Comment on lines +31 to 33
# Time Complexity: O(n log n)
# Space Complexity: O(n)
def top_k_frequent_elements(list, k)

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👍 , Correct where n is the number of distinct elements.

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