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Can you walk me through your approach to solve the two sum problem in O(n) time complexity using a hash table?

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Interview question asked to Machine Learning Engineers interviewing at Autodesk, DeliveryHero, Epic Games and others: Can you walk me through your approach to solve the two sum problem in O(n) time complexity using a hash table?.