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Re:Archive of tech interview questions of Google, Amazon, FB... by jciochon on Tuesday October 06, 2020 @02:50PM (#24701067)
Which patterns and techniques are you referring to, in particular?
Re:Archive of tech interview questions of Google, Amazon, FB... by manfredo on Tuesday October 06, 2020 @03:02PM (#24701171)
It's almost always a combinations of:

* Searching algorithms

* Sorting algorithms

* Dynamic Programming (memoization)

* Graph operations (traversal, best path, minimum spanning set)

* Maps & Hashing.

* Heaps or trees. E.g. finding a median or top-k elements.

Every once in a while you'll get a more exotic problem that requires something like a bloom filter or a trie.

But that's just enough to get the solution. A good interviewer will also see if you can build this solution in a way that has effective abstractions. They'll also probe real-world concerns like data locality. For instance, one solution might be better in terms of big-O notation performance but might have worse access data pattern than other solutions.