Bias variance trade-off, then leetcode style question
Machine Designer Interview Questions
10,807 machine designer interview questions shared by candidates
For the coding part, I was required to solve a LeetCode medium and implement a machine learning evaluation algorithm from scratch in 25 minutes.
BFS / DFS traversal, moderate difficulty
Binary Search, Array Manipulation Talked about Overfitting and how can you prevent it
Specific question based on your resume. For instance, how did you tune the model to improve the performance.
Describe the difference between L1 regulariser and L2 regulariser
1: Fink k largest number in an array. 2: Find the median of a linked list.
Write cross entropy loss and adamW optimizer
Implement a popular model layer from scratch.
Leetcode: Binary Tree Maximum Path Sum, Serialize and Deserialize Binary Tree, Search in Rotated Sorted Array
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